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DeepReinforcementLearningThatMattersby Breakend
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Person-Segmentation-Kerasby TianzhongSong
Python 143 Version:Current License: Permissive (Apache-2.0)
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Analyzing Sentinel-2 satellite data in Python with Keras (repository of our talks at Minds Mastering Machines 2019 and PyCon 2018)
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Semantic-segmentation-of-remote-sensing-imagesby 1044197988
Python 142 Version:Current License: Permissive (Apache-2.0)
遥感图像的语义分割，基于深度学习，在Tensorflow框架下，利用TF.Keras，运行环境TF2.0+
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mutil-class focal loss implemented in keras
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The semantic segmentation of remote sensing images
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dgcnn_for_reading_comprehensionby bojone
Python 141 Version:Current License: No License (No License)
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Lung fields segmentation on CXR images using convolutional neural networks.
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Keras-image-classifer-frameworkby AstarLight
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a very simple Fall-detection（摔倒/跌倒检测）using yolo2
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easy convolution neural network
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Brain-Tumor-Segmentationby Mehrdad-Noori
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License: No License (No License)Attention-Guided Version of 2D UNet for Automatic Brain Tumor Segmentation
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Simple benchmark of deep learning frameworks on VGG-16
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deep-learning-with-keras-jaby oreilly-japan
Python 138 Version:Current License: No License (No License)
License: No License (No License)『直感 Deep Learning』のリポジトリ
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A Python implementation of PCANet https://arxiv.org/abs/1404.3606
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nlp-beginner-guide-kerasby BrambleXu
Jupyter Notebook 138 Version:Current License: No License (No License)
License: No License (No License)NLP model implementations with keras for beginner
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spacenet_building_detectionby motokimura
Jupyter Notebook 138 Version:Current License: Permissive (MIT)
Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.
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An implementation of the Neural Turing Machine as a keras recurrent layer.
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Deep Learning experiments for audio classification
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Hands-On-Natural-Language-Processing-with-Pythonby PacktPublishing
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Hands On Natural Language Processing with Python, published by Packt
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Code and website for DAL (Discriminative Active Learning) - a new active learning algorithm for neural networks in the batch setting. For the blog:
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Use a DCNN to perform frame interpolation.
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ECG classification using MIT-BIH data, a deep CNN learning implementation of Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network, https://www.nature.com/articles/s41591-018-0268-3 and also deploy the trained model to a web app using Flask, introduced at
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Deep learning model zoo with TensorFlow 2.X (& Keras)
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GestureAI-CoreML-iOSby akimach
Hand-gesture recognition on iOS app using CoreML
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tianchiorgameby lsh1994
天池比赛，kaggle等等（Keras/PyTorch实战）
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DeepReinforcementLearningThatMattersby Breakend
Accompanying code for "Deep Reinforcement Learning that Matters"
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ocr_chineseby felixBrave
图像文字检测模型(EAST/AdvancedEAST)，及包含文字识别模型(CRNN+CTC)，Keras/TensorFlow实现.
Python 144Updated: 2 y ago License: No License (No License)
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tensorboardcolabby taomanwai
A library make TensorBoard working in Colab Google
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Keras_age_genderby Tony607
Easy Real time gender age prediction from webcam video with Keras
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skincancerby dasoto
Skin cancer detection project
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deep-histopathby CODAIT
A deep learning approach to predicting breast tumor proliferation scores for the TUPAC16 challenge
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Person-Segmentation-Kerasby TianzhongSong
Person segmentation with Keras (SegNet, Unet, etc.)
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RNby geekyutao
Region Normalization for Image Inpainting, accepted by AAAI-2020
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RichWordSegmentorby jiesutd
Neural word segmentation with rich pretraining, code for ACL 2017 paper
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wide_resnets_kerasby asmith26
Keras implementation + pretrained weights for "Wide Residual Networks"
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Milanoby NVIDIA
Milano is a tool for automating hyper-parameters search for your models on a backend of your choice.
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CNN-Sentinelby jensleitloff
Analyzing Sentinel-2 satellite data in Python with Keras (repository of our talks at Minds Mastering Machines 2019 and PyCon 2018)
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PhasedLSTM-Kerasby fferroni
Keras implementation of Phased LSTM [https://arxiv.org/abs/1610.09513]
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flower-recognitionby Gogul09
🌺🌻 Using state-of-the-art pre-trained Deep Neural Net architectures for Flower Species Recognition
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Semantic-segmentation-of-remote-sensing-imagesby 1044197988
遥感图像的语义分割，基于深度学习，在Tensorflow框架下，利用TF.Keras，运行环境TF2.0+
Python 142Updated: 4 y ago License: Permissive (Apache-2.0)
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focal_loss_multi_classby maozezhong
mutil-class focal loss implemented in keras
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Deep-Steganographyby harveyslash
Hiding Images within other images using Deep Learning
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Unet-of-remote-sensing-imageby cuilunan
The semantic segmentation of remote sensing images
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lmuby abr
Legendre Memory Units: Continuous-Time Representation in Recurrent Neural Networks
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dgcnn_for_reading_comprehensionby bojone
keras implement of dgcnn for reading comprehension
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lung-segmentation-2dby imlab-uiip
Lung fields segmentation on CXR images using convolutional neural networks.
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deep-modelsby LaurentMazare
Implementation of a couple deep learning models using TensorFlow
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asr-studyby igormq
Implementation of all-neural speech recognition systems using Keras and Tensorflow
Python 141Updated: 4 y ago License: Permissive (MIT)
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dqnby tokb23
DQN implementation in Keras + TensorFlow + OpenAI Gym
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Document-Classifier-LSTMby AlexGidiotis
A bidirectional LSTM with attention for multiclass/multilabel text classification.
Python 140Updated: 4 y ago License: Permissive (MIT)
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Keras-image-classifer-frameworkby AstarLight
a general image classifer framework written by Keras
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Fall-detectionby qiaoguan
a very simple Fall-detection（摔倒/跌倒检测）using yolo2
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weapp-locallyby zce
A locally app demo for wechat mini-program runtime.
JavaScript 140Updated: 4 y ago License: Permissive (MIT)
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EasyCNNby xylcbd
easy convolution neural network
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TensorDashby CleanPegasus
TensorDash is an application that lets you remotely monitor your deep learning model's metrics and notifies you when your model training is completed or crashed.
Java 139Updated: 4 y ago License: Permissive (MIT)
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Brain-Tumor-Segmentationby Mehrdad-Noori
Attention-Guided Version of 2D UNet for Automatic Brain Tumor Segmentation
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bigBatchby eladhoffer
Code used to generate the results appearing in "Train longer, generalize better: closing the generalization gap in large batch training of neural networks"
Python 139Updated: 4 y ago License: Permissive (MIT)
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keras-coordconvby titu1994
Keras implementation of CoordConv for all Convolution layers
Python 139Updated: 4 y ago License: Permissive (MIT)
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vgg-benchmarksby aizvorski
Simple benchmark of deep learning frameworks on VGG-16
Python 138Updated: 5 y ago License: Permissive (MIT)
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stochastic_depth_kerasby dblN
Keras implementation for "Deep Networks with Stochastic Depth" http://arxiv.org/abs/1603.09382
Python 138Updated: 4 y ago License: Permissive (MIT)
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deep-learning-with-keras-jaby oreilly-japan
『直感 Deep Learning』のリポジトリ
Python 138Updated: 3 y ago License: No License (No License)
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PCANetby IshitaTakeshi
A Python implementation of PCANet https://arxiv.org/abs/1404.3606
Python 138Updated: 2 y ago License: Permissive (MIT)
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nlp-beginner-guide-kerasby BrambleXu
NLP model implementations with keras for beginner
Jupyter Notebook 138Updated: 3 y ago License: No License (No License)
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spacenet_building_detectionby motokimura
Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.
Jupyter Notebook 138Updated: 2 y ago License: Permissive (MIT)
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ntm_kerasby flomlo
An implementation of the Neural Turing Machine as a keras recurrent layer.
Python 137Updated: 4 y ago License: Permissive (BSD-3-Clause)
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VPilotby aitorzip
Scripts and tools to easily communicate with DeepGTAV. In the future a self-driving agent will be implemented.
Python 137Updated: 4 y ago License: Strong Copyleft (GPL-3.0)
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deep-listeningby jaron
Deep Learning experiments for audio classification
Jupyter Notebook 137Updated: 4 y ago License: No License (No License)
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SmileCNNby kylemcdonald
Smile detection with a deep convolutional neural net, with Keras.
Jupyter Notebook 137Updated: 4 y ago License: Proprietary (Proprietary)
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Hands-On-Natural-Language-Processing-with-Pythonby PacktPublishing
Hands On Natural Language Processing with Python, published by Packt
Jupyter Notebook 136Updated: 2 y ago License: Permissive (MIT)
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DiscriminativeActiveLearningby dsgissin
Code and website for DAL (Discriminative Active Learning) - a new active learning algorithm for neural networks in the batch setting. For the blog:
Python 135Updated: 4 y ago License: Permissive (MIT)
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deep-motionby neil454
Use a DCNN to perform frame interpolation.
Python 135Updated: 4 y ago License: No License (No License)
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ecg-mit-bihby physhik
ECG classification using MIT-BIH data, a deep CNN learning implementation of Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network, https://www.nature.com/articles/s41591-018-0268-3 and also deploy the trained model to a web app using Flask, introduced at
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deeplearning-tf2by yusugomori
Deep learning model zoo with TensorFlow 2.X (& Keras)
Python 135Updated: 4 y ago License: No License (No License)
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