Generative adversarial networks Libraries - Page 1

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Image-to-Image Translation in PyTorch

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            styleganby NVlabs

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            StyleGAN - Official TensorFlow Implementation

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                      the-gan-zooby hindupuravinash

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                      A list of all named GANs!

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                                Bringing Old Photo Back to Life (CVPR 2020 oral)

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                                          fashion-mnistby zalandoresearch

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                                          A MNIST-like fashion product database. Benchmark :point_down:

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                                                    Keras-GANby eriklindernoren

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                                                    Keras implementations of Generative Adversarial Networks.

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                                                              vid2vidby NVIDIA

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                                                              Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.

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                                                                        SPADEby NVlabs

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                                                                        Semantic Image Synthesis with SPADE

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                                                                                  DCGAN-tensorflowby carpedm20

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                                                                                  A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

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                                                                                            Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

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                                                                                                      PaddleGANby PaddlePaddle

                                                                                                      Python dotstar image 6990 dotVersion:Currentdot
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                                                                                                      PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.

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                                                                                                                pix2pixHDby NVIDIA

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                                                                                                                Synthesizing and manipulating 2048x1024 images with conditional GANs

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                                                                                                                          UGATITby taki0112

                                                                                                                          Python dotstar image 6154 dotVersion:Currentdot
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                                                                                                                          Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation (ICLR 2020)

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                                                                                                                                    Python dotstar image 5929 dotVersion:Currentdot
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                                                                                                                                    Progressive Growing of GANs for Improved Quality, Stability, and Variation

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                                                                                                                                              TecoGANby thunil

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                                                                                                                                              This repo contains source code and materials for the TEmporally COherent GAN SIGGRAPH project.

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                                                                                                                                                        starganby yunjey

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                                                                                                                                                        StarGAN - Official PyTorch Implementation (CVPR 2018)

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                                                                                                                                                                  DeepNude's algorithm and general image generation theory and practice research, including pix2pix, CycleGAN, UGATIT, DCGAN, SinGAN, ALAE, mGANprior, StarGAN-v2 and VAE models (TensorFlow2 implementation). DeepNude的算法以及通用生成对抗网络(GAN,Generative Adversarial Network)图像生成的理论与实践研究。

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                                                                                                                                                                            iGANby junyanz

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                                                                                                                                                                            Interactive Image Generation via Generative Adversarial Networks

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                                                                                                                                                                                      Python dotstar image 3857 dotVersion:Currentdot
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                                                                                                                                                                                      Collection of generative models in Tensorflow

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                                                                                                                                                                                                imaginaireby NVlabs

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                                                                                                                                                                                                NVIDIA's Deep Imagination Team's PyTorch Library

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                                                                                                                                                                                                          photo2cartoonby minivision-ai

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                                                                                                                                                                                                          人像卡通化探索项目 (photo-to-cartoon translation project)

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                                                                                                                                                                                                                    stylegan2-pytorchby lucidrains

                                                                                                                                                                                                                    Python dotstar image 3495 dotVersion:Currentdot
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                                                                                                                                                                                                                    Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

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                                                                                                                                                                                                                              ALAEby podgorskiy

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                                                                                                                                                                                                                              [CVPR2020] Adversarial Latent Autoencoders

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                                                                                                                                                                                                                                        dcgan_codeby Newmu

                                                                                                                                                                                                                                        Python dotstar image 3363 dotVersion:Currentdot
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                                                                                                                                                                                                                                        Deep Convolutional Generative Adversarial Networks

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                                                                                                                                                                                                                                                  makegirlsmoe_webby makegirlsmoe

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                                                                                                                                                                                                                                                  Create Anime Characters with MakeGirlsMoe

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                                                                                                                                                                                                                                                            SC-FEGANby run-youngjoo

                                                                                                                                                                                                                                                            Python dotstar image 3308 dotVersion:Currentdot
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                                                                                                                                                                                                                                                            SC-FEGAN : Face Editing Generative Adversarial Network with User's Sketch and Color (ICCV2019)

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                                                                                                                                                                                                                                                                      Deep-Learningby priya-dwivedi

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                                                                                                                                                                                                                                                                                stargan-v2by clovaai

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                                                                                                                                                                                                                                                                                StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

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                                                                                                                                                                                                                                                                                          SinGANby tamarott

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                                                                                                                                                                                                                                                                                          Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

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                                                                                                                                                                                                                                                                                                    PyTorch-StudioGANby POSTECH-CVLab

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                                                                                                                                                                                                                                                                                                    StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

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                                                                                                                                                                                                                                                                                                              DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

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                                                                                                                                                                                                                                                                                                                        glowby openai

                                                                                                                                                                                                                                                                                                                        Python dotstar image 3014 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                        Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

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                                                                                                                                                                                                                                                                                                                                  BasicSRby xinntao

                                                                                                                                                                                                                                                                                                                                  Python dotstar image 2890 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                  Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

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                                                                                                                                                                                                                                                                                                                                            srganby tensorlayer

                                                                                                                                                                                                                                                                                                                                            Python dotstar image 2880 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                            Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

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                                                                                                                                                                                                                                                                                                                                                      Python dotstar image 2877 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                      LPIPS metric. pip install lpips

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                                                                                                                                                                                                                                                                                                                                                                recon-ngby lanmaster53

                                                                                                                                                                                                                                                                                                                                                                Python dotstar image 2691 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                Open Source Intelligence gathering tool aimed at reducing the time spent harvesting information from open sources.

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                                                                                                                                                                                                                                                                                                                                                                          Python dotstar image 2601 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                          Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

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                                                                                                                                                                                                                                                                                                                                                                                    MUNITby NVlabs

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                                                                                                                                                                                                                                                                                                                                                                                    Multimodal Unsupervised Image-to-Image Translation

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                                                                                                                                                                                                                                                                                                                                                                                              big-sleepby lucidrains

                                                                                                                                                                                                                                                                                                                                                                                              Python dotstar image 2496 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                              A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN. Technique was originally created by https://twitter.com/advadnoun

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                                                                                                                                                                                                                                                                                                                                                                                                        Python dotstar image 2473 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                        Collection of generative models in Pytorch version.

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                                                                                                                                                                                                                                                                                                                                                                                                                  pytorch-fidby mseitzer

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                                                                                                                                                                                                                                                                                                                                                                                                                  Compute FID scores with PyTorch.

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                                                                                                                                                                                                                                                                                                                                                                                                                            stylegan2-pytorchby rosinality

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                                                                                                                                                                                                                                                                                                                                                                                                                            Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch

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                                                                                                                                                                                                                                                                                                                                                                                                                                      edge-connectby knazeri

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                                                                                                                                                                                                                                                                                                                                                                                                                                      EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

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                                                                                                                                                                                                                                                                                                                                                                                                                                                iPERCoreby iPERDance

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                                                                                                                                                                                                                                                                                                                                                                                                                                                Liquid Warping GAN with Attention: A Unified Framework for Human Image Synthesis

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                                                                                                                                                                                                                                                                                                                                                                                                                                                          DeblurGANby KupynOrest

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                                                                                                                                                                                                                                                                                                                                                                                                                                                          Image Deblurring using Generative Adversarial Networks

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    StyleFlowby RameenAbdal

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    StyleFlow: Attribute-conditioned Exploration of StyleGAN-generated Images using Conditional Continuous Normalizing Flows (ACM TOG 2021)

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              zi2ziby kaonashi-tyc

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Learning Chinese Character style with conditional GAN

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Python dotstar image 2269 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Code for reproducing experiments in "Improved Training of Wasserstein GANs"

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  text-to-imageby paarthneekhara

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Python dotstar image 2127 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Text to image synthesis using thought vectors

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            SeqGANby LantaoYu

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Python dotstar image 2037 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            no licences License: No License (No License)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Implementation of Sequence Generative Adversarial Nets with Policy Gradient

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      pytorch-CycleGAN-and-pix2pixby junyanz
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Image-to-Image Translation in PyTorch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 20095dotUpdated: 9 mo agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                styleganby NVlabs
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                StyleGAN - Official TensorFlow Implementation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 13465dotUpdated: 9 mo agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          the-gan-zooby hindupuravinash
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          A list of all named GANs!
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 13320dotUpdated: 9 mo agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Bringing-Old-Photos-Back-to-Lifeby microsoft
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Bringing Old Photo Back to Life (CVPR 2020 oral)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 12415dotUpdated: 9 mo agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              fashion-mnistby zalandoresearch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              A MNIST-like fashion product database. Benchmark :point_down:
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 10843dotUpdated: 10 mo agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        K
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Keras-GANby eriklindernoren
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Keras implementations of Generative Adversarial Networks.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 8964dotUpdated: 9 mo agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  vid2vidby NVIDIA
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 8248dotUpdated: 10 mo agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            SPADEby NVlabs
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Semantic Image Synthesis with SPADE
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 7385dotUpdated: 9 mo agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      DCGAN-tensorflowby carpedm20
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      JavaScriptdotstar image 7092dotUpdated: 11 mo agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                g
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                generative-modelsby wiseodd
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 7071dotUpdated: 10 mo agodot License: Permissive (Unlicense)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          P
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          PaddleGANby PaddlePaddle
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 6990dotUpdated: 9 mo agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    pix2pixHDby NVIDIA
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Synthesizing and manipulating 2048x1024 images with conditional GANs
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 6212dotUpdated: 9 mo agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              UGATITby taki0112
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation (ICLR 2020)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 6154dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        progressive_growing_of_gansby tkarras
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Progressive Growing of GANs for Improved Quality, Stability, and Variation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 5929dotUpdated: 9 mo agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  T
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  TecoGANby thunil
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  This repo contains source code and materials for the TEmporally COherent GAN SIGGRAPH project.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 5473dotUpdated: 9 mo agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            starganby yunjey
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            StarGAN - Official PyTorch Implementation (CVPR 2018)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 5120dotUpdated: 9 mo agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      DeepNude-an-Image-to-Image-technologyby yuanxiaosc
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      DeepNude's algorithm and general image generation theory and practice research, including pix2pix, CycleGAN, UGATIT, DCGAN, SinGAN, ALAE, mGANprior, StarGAN-v2 and VAE models (TensorFlow2 implementation). DeepNude的算法以及通用生成对抗网络(GAN,Generative Adversarial Network)图像生成的理论与实践研究。
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 4705dotUpdated: 9 mo agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                i
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                iGANby junyanz
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Interactive Image Generation via Generative Adversarial Networks
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 3937dotUpdated: 10 mo agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          tensorflow-generative-model-collectionsby hwalsuklee
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Collection of generative models in Tensorflow
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 3857dotUpdated: 10 mo agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    imaginaireby NVlabs
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    NVIDIA's Deep Imagination Team's PyTorch Library
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 3771dotUpdated: 9 mo agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              photo2cartoonby minivision-ai
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              人像卡通化探索项目 (photo-to-cartoon translation project)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 3683dotUpdated: 9 mo agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        stylegan2-pytorchby lucidrains
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 3495dotUpdated: 9 mo agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  ALAEby podgorskiy
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  [CVPR2020] Adversarial Latent Autoencoders
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 3418dotUpdated: 10 mo agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            dcgan_codeby Newmu
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Deep Convolutional Generative Adversarial Networks
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 3363dotUpdated: 12 mo agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      makegirlsmoe_webby makegirlsmoe
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Create Anime Characters with MakeGirlsMoe
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      JavaScriptdotstar image 3334dotUpdated: 10 mo agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                SC-FEGANby run-youngjoo
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                SC-FEGAN : Face Editing Generative Adversarial Network with User's Sketch and Color (ICCV2019)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 3308dotUpdated: 10 mo agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Deep-Learningby priya-dwivedi
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Jupyter Notebookdotstar image 3269dotUpdated: 11 mo agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    stargan-v2by clovaai
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    StarGAN v2 - Official PyTorch Implementation (CVPR 2020)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 3227dotUpdated: 9 mo agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              SinGANby tamarott
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 3209dotUpdated: 10 mo agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        PyTorch-StudioGANby POSTECH-CVLab
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 3173dotUpdated: 10 mo agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  generative_inpaintingby JiahuiYu
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 3018dotUpdated: 9 mo agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            glowby openai
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 3014dotUpdated: 9 mo agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      BasicSRby xinntao
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 2890dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                srganby tensorlayer
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 2880dotUpdated: 1 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          PerceptualSimilarityby richzhang
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          LPIPS metric. pip install lpips
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 2877dotUpdated: 9 mo agodot License: Permissive (BSD-2-Clause)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    recon-ngby lanmaster53
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Open Source Intelligence gathering tool aimed at reducing the time spent harvesting information from open sources.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 2691dotUpdated: 9 mo agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Transfer-Learning-Libraryby thuml
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 2601dotUpdated: 9 mo agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        MUNITby NVlabs
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Multimodal Unsupervised Image-to-Image Translation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 2561dotUpdated: 10 mo agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  big-sleepby lucidrains
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN. Technique was originally created by https://twitter.com/advadnoun
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            pytorch-generative-model-collectionsby znxlwm
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Collection of generative models in Pytorch version.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 2473dotUpdated: 10 mo agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      pytorch-fidby mseitzer
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Compute FID scores with PyTorch.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 2454dotUpdated: 9 mo agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                stylegan2-pytorchby rosinality
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          edge-connectby knazeri
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 2384dotUpdated: 9 mo agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    iPERCoreby iPERDance
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Liquid Warping GAN with Attention: A Unified Framework for Human Image Synthesis
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 2354dotUpdated: 10 mo agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              DeblurGANby KupynOrest
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Image Deblurring using Generative Adversarial Networks
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 2324dotUpdated: 9 mo agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        StyleFlowby RameenAbdal
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        StyleFlow: Attribute-conditioned Exploration of StyleGAN-generated Images using Conditional Continuous Normalizing Flows (ACM TOG 2021)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 2323dotUpdated: 10 mo agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  zi2ziby kaonashi-tyc
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Learning Chinese Character style with conditional GAN
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 2314dotUpdated: 10 mo agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            improved_wgan_trainingby igul222
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Code for reproducing experiments in "Improved Training of Wasserstein GANs"
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 2269dotUpdated: 11 mo agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      text-to-imageby paarthneekhara
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Text to image synthesis using thought vectors
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 2127dotUpdated: 11 mo agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                SeqGANby LantaoYu
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Implementation of Sequence Generative Adversarial Nets with Policy Gradient
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 2037dotUpdated: 10 mo agodotno licences License: No License (No License)
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