SegNet model implemented using keras framework
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PolyphonicPianoTranscriptionby BShakhovsky
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License: No License (No License)Recurrent Neural Network for generating piano MIDI-files from audio (MP3, WAV, etc.)
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Keras Implementation of EfficientNets
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CenterNet (Objects as Points) implementation in Keras and Tensorflow
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Generates raw WAV output by hooking malloc() and read().
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ULMFit Language Modeling, Text Feature Extraction and Text Classification in Thai Language. Created as part of pyThaiNLP
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Deep_Speaker-speaker_recognition_systemby Walleclipse
Python 183 Version:Current License: No License (No License)
License: No License (No License)Keras implementation of ‘’Deep Speaker: an End-to-End Neural Speaker Embedding System‘’ (speaker recognition)
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Efficient utility of image similarity using deep neural network and deep learning.
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Keras Model Zoo
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Deep-digit-detector (and recognizer) in natural scene. A digit detection framework was implemented using keras with tensorflow backend.
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Python 182 Version:Current License: Permissive (MIT)
My (slightly modified) Keras implementation of the Recurrent Convolutional Neural Network (RCNN) described here: http://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9745.
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Distributed Keras Engine, Make Keras faster with only one line of code.
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This notebook shows how to implement LibFM in Keras and how it was used in the Talking Data competition on Kaggle.
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attention model for entailment on SNLI corpus implemented in Tensorflow and Keras
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Batch normalized LSTM for tensorflow
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Open R-NET (hy` առնետ 🐁) implementation and detailed analysis: https://git.io/vd8dx
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2016 DEF CON Qualifier Challenges
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Use TensorFlow to predict handwriting
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[REPO] Music Genre classification on GTZAN dataset using CNNs
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This video tutorial series shows you how to infer and train your own custom YOLOv4 models, Step-by-step
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A tensorflow implementation of Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks
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Implementation for the Lookahead Optimizer.
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3D Unet biomedical segmentation model powered by tensorpack with fast io speed
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Face Detection and Gender and Age Classification using Keras
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Few Shot Learning by Siamese Networks, using Keras.
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ultrasound-nerve-segmentationby EdwardTyantov
Python 178 Version:Current License: No License (No License)
License: No License (No License)Kaggle Ultrasound Nerve Segmentation competition [Keras]
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5th place solution for Kaggle competition Favorita Grocery Sales Forecasting
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房价预测完整项目：1.爬取链家网数据 2.处理后，用sklearn中几个逻辑回归机器学习模型和keras神经网络搭建模型预测房价 最终结果神经网络效果更好，R^2值0.75左右
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Jupyter Notebook 178 Version:Current License: Permissive (MIT)
Using multi-agent Deep Q Learning with LSTM cells (DRQN) to train multiple users in cognitive radio to learn to share scarce resource (channels) equally without communication
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U-Net Biomedical Image Segmentation
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코딩셰프의 3분 딥러닝, 케라스맛
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Satellite_Imagery_Analysisby syamkakarla98
Jupyter Notebook 178 Version:Current License: Strong Copyleft (GPL-3.0)
Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.
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Style transfer using deep convolutional neural nets
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:chart_with_upwards_trend: Keras implementation of the Deep Temporal Clustering (DTC) model
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Keras tutorial for Kaggle 2nd Annual Data Science Bowl
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Implementation of neural language models, in particular Collobert + Weston (2008) and a stochastic margin-based version of Mnih's LBL.
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Scikit-Learn API wrapper for Keras.
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BiGAN implementation in Keras to detect similarities in Landscapes.
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Keras implementation of the renowned publication "DeepFace: Closing the Gap to Human-Level Performance in Face Verification" by Taigman et al. Pre-trained weights on VGGFace2 dataset.
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Convert ONNX model graph to Keras model format.
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zanzibar-aerial-mappingby daveluo
Jupyter Notebook 176 Version:Current License: Permissive (Apache-2.0)
Open source notebooks to create state-of-the-art detection, segmentation, & classification of buildings on drone/aerial imagery with deep learning
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Identifying diabetic retinopathy using convolutional neural networks
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Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.
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lookahead optimizer for keras
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Spying using Smartwatch and Deep Learning
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Autonomous Racing Car using NVIDIA Jetson TX2 using end-to-end driving approach. Paper: https://arxiv.org/abs/1604.07316
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Keras autoencoders (convolutional/fcc) [proof of concept]
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Keras code and weights files for the VGG16-places365 and VGG16-hybrid1365 CNNs for scene classification
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keras-segnetby imlab-uiip
SegNet model implemented using keras framework
Jupyter Notebook 186Updated: 4 y ago License: Permissive (MIT)
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PolyphonicPianoTranscriptionby BShakhovsky
Recurrent Neural Network for generating piano MIDI-files from audio (MP3, WAV, etc.)
Jupyter Notebook 185Updated: 2 y ago License: No License (No License)
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keras-efficientnetsby titu1994
Keras Implementation of EfficientNets
Python 184Updated: 4 y ago License: Permissive (MIT)
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keras-CenterNetby xuannianz
CenterNet (Objects as Points) implementation in Keras and Tensorflow
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ld_preload-soundsby gordol
Generates raw WAV output by hooking malloc() and read().
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thai2fitby cstorm125
ULMFit Language Modeling, Text Feature Extraction and Text Classification in Thai Language. Created as part of pyThaiNLP
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keras-multi-headby CyberZHG
A wrapper layer for stacking layers horizontally
Python 183Updated: 4 y ago License: Permissive (MIT)
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Deep_Speaker-speaker_recognition_systemby Walleclipse
Keras implementation of ‘’Deep Speaker: an End-to-End Neural Speaker Embedding System‘’ (speaker recognition)
Python 183Updated: 4 y ago License: No License (No License)
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image-similarityby ryanfwy
Efficient utility of image similarity using deep neural network and deep learning.
Python 183Updated: 2 y ago License: Permissive (MIT)
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keras-model-zooby albertomontesg
Keras Model Zoo
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SVHN-deep-digit-detectorby penny4860
Deep-digit-detector (and recognizer) in natural scene. A digit detection framework was implemented using keras with tensorflow backend.
Python 182Updated: 2 y ago License: Permissive (MIT)
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Recurrent-Convolutional-Neural-Network-Text-Classifierby airalcorn2
My (slightly modified) Keras implementation of the Recurrent Convolutional Neural Network (RCNN) described here: http://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9745.
Python 182Updated: 5 y ago License: Permissive (MIT)
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dkerasby dkeras-project
Distributed Keras Engine, Make Keras faster with only one line of code.
Python 182Updated: 4 y ago License: Permissive (MIT)
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LibFM_in_Kerasby jfpuget
This notebook shows how to implement LibFM in Keras and how it was used in the Talking Data competition on Kaggle.
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snli-entailmentby shyamupa
attention model for entailment on SNLI corpus implemented in Tensorflow and Keras
Python 181Updated: 4 y ago License: No License (No License)
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bnlstmby OlavHN
Batch normalized LSTM for tensorflow
Python 181Updated: 4 y ago License: No License (No License)
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R-NET-in-Kerasby YerevaNN
Open R-NET (hy` առնետ 🐁) implementation and detailed analysis: https://git.io/vd8dx
Python 181Updated: 4 y ago License: Permissive (MIT)
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EfficientPoseby ybkscht
Python 181Updated: 2 y ago License: Proprietary (Proprietary)
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quals-2016by legitbs
2016 DEF CON Qualifier Challenges
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tensorflow-mnist-predictby niektemme
Use TensorFlow to predict handwriting
Python 180Updated: 4 y ago License: No License (No License)
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gtzan.kerasby Hguimaraes
[REPO] Music Genre classification on GTZAN dataset using CNNs
Python 180Updated: 2 y ago License: Permissive (MIT)
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YOLOv4-Tutorialsby augmentedstartups
This video tutorial series shows you how to infer and train your own custom YOLOv4 models, Step-by-step
Python 180Updated: 4 y ago License: No License (No License)
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PairCNN-Rankingby zhangzibin
A tensorflow implementation of Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks
Python 179Updated: 4 y ago License: No License (No License)
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lookaheadby michaelrzhang
Implementation for the Lookahead Optimizer.
Python 179Updated: 4 y ago License: Permissive (MIT)
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3DUnet-Tensorflow-Brats18by tkuanlun350
3D Unet biomedical segmentation model powered by tensorpack with fast io speed
Python 179Updated: 4 y ago License: No License (No License)
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YoloKerasFaceDetectionby abars
Face Detection and Gender and Age Classification using Keras
Python 179Updated: 4 y ago License: Permissive (MIT)
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Siamese-Networksby akshaysharma096
Few Shot Learning by Siamese Networks, using Keras.
Jupyter Notebook 179Updated: 2 y ago License: Permissive (MIT)
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ultrasound-nerve-segmentationby EdwardTyantov
Kaggle Ultrasound Nerve Segmentation competition [Keras]
Python 178Updated: 4 y ago License: No License (No License)
178Updated: 4 y ago License: No License (No License)Support
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Kaggle-Competition-Favoritaby LenzDu
5th place solution for Kaggle competition Favorita Grocery Sales Forecasting
Python 178Updated: 4 y ago License: Permissive (MIT)
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House-price-predictionby mryuan0428
房价预测完整项目：1.爬取链家网数据 2.处理后，用sklearn中几个逻辑回归机器学习模型和keras神经网络搭建模型预测房价 最终结果神经网络效果更好，R^2值0.75左右
Python 178Updated: 2 y ago License: No License (No License)
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Deep-Reinforcement-Learning-for-Dynamic-Spectrum-Accessby shkrwnd
Using multi-agent Deep Q Learning with LSTM cells (DRQN) to train multiple users in cognitive radio to learn to share scarce resource (channels) equally without communication
Jupyter Notebook 178Updated: 2 y ago License: Permissive (MIT)
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unetby IntelAI
U-Net Biomedical Image Segmentation
Jupyter Notebook 178Updated: 4 y ago License: Permissive (Apache-2.0)
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Satellite_Imagery_Analysisby syamkakarla98
Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.
Jupyter Notebook 178Updated: 2 y ago License: Strong Copyleft (GPL-3.0)
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Vincent-AI-Artistby saikatbsk
Style transfer using deep convolutional neural nets
Python 177Updated: 4 y ago License: No License (No License)
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DeepTemporalClusteringby FlorentF9
:chart_with_upwards_trend: Keras implementation of the Deep Temporal Clustering (DTC) model
Python 177Updated: 2 y ago License: Permissive (MIT)
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kaggle-dsb2-kerasby jocicmarko
Keras tutorial for Kaggle 2nd Annual Data Science Bowl
Python 177Updated: 4 y ago License: No License (No License)
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neural-language-modelby turian
Implementation of neural language models, in particular Collobert + Weston (2008) and a stochastic margin-based version of Mnih's LBL.
Python 176Updated: 4 y ago License: No License (No License)
176Updated: 4 y ago License: No License (No License)Support
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scikerasby adriangb
Scikit-Learn API wrapper for Keras.
Python 176Updated: 2 y ago License: Permissive (MIT)
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Keras-BiGANby manicman1999
BiGAN implementation in Keras to detect similarities in Landscapes.
Python 176Updated: 4 y ago License: Permissive (MIT)
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DeepFaceby swghosh
Keras implementation of the renowned publication "DeepFace: Closing the Gap to Human-Level Performance in Face Verification" by Taigman et al. Pre-trained weights on VGGFace2 dataset.
Python 176Updated: 2 y ago License: Permissive (MIT)
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onnx2kerasby gmalivenko
Convert ONNX model graph to Keras model format.
Python 176Updated: 2 y ago License: Permissive (MIT)
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zanzibar-aerial-mappingby daveluo
Open source notebooks to create state-of-the-art detection, segmentation, & classification of buildings on drone/aerial imagery with deep learning
Jupyter Notebook 176Updated: 2 y ago License: Permissive (Apache-2.0)
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eyenetby gregwchase
Identifying diabetic retinopathy using convolutional neural networks
Python 175Updated: 2 y ago License: Permissive (MIT)
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BatchBALDby BlackHC
Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.
Python 175Updated: 4 y ago License: Strong Copyleft (GPL-3.0)
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keras_lookaheadby bojone
lookahead optimizer for keras
Python 175Updated: 4 y ago License: No License (No License)
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Deep-Spyingby tonybeltramelli
Spying using Smartwatch and Deep Learning
Python 175Updated: 4 y ago License: Permissive (Apache-2.0)
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jetson-carby datlife
Autonomous Racing Car using NVIDIA Jetson TX2 using end-to-end driving approach. Paper: https://arxiv.org/abs/1604.07316
C++ 175Updated: 4 y ago License: No License (No License)
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keras-convautoencoderby nanopony
Keras autoencoders (convolutional/fcc) [proof of concept]
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Keras-VGG16-places365by GKalliatakis
Keras code and weights files for the VGG16-places365 and VGG16-hybrid1365 CNNs for scene classification
Python 174Updated: 2 y ago License: Permissive (MIT)
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