A concise code for training and evaluating Unet using tensorflow+keras
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ECG-Arrhythmia-classificationby ankur219
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174 Version:Current
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License: No License (No License)ECG arrhythmia classification using a 2-D convolutional neural network
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Object detection with ssd_mobilenet and tiny-yolo (Add: YOLOv3, tflite)
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Speaker independent emotion recognition
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Keras-Tutorialsby xingkongliang
Jupyter Notebook 174 Version:Current License: No License (No License)
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C3D for Keras + TensorFlow
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Noisy Networks for Exploration
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Making neural networks more interpretable, for research and art :mag_right: :computer: :brain: :art:
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Breaking captchas using torch
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own_data_cnn_implementation_kerasby anujshah1003
Python 172 Version:Current License: No License (No License)
License: No License (No License)A complete tutorial on using own dataset to train a CNN from scratch in Keras (TF & Theano Backend)-
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Autofocus Layer for Semantic Segmentation
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text-emotion-classificationby tlkh
Jupyter Notebook 171 Version:Current License: No License (No License)
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deeplearning-tensorflow-kerasby yusugomori
Python 170 Version:Current License: No License (No License)
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iBeacon-indoor-positioning-demoby jarkko-hautakorpi
JavaScript 170 Version:Current License: Permissive (MIT)
Indoor positioning of iBeacon tags (tagged people, dogs, cats and objects) by trilateration, using ESP32.
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Semantic Synchrony. An experiment in cognitive and sensory augmentation.
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implementation several deep text match (text similarly) models for keras . cdssm, arc-ii,match_pyramid, mvlstm ,esim, drcn ,bimpm, bert, albert, raberta
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An implementation of KFAC for TensorFlow
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Gender detection (from scratch) using deep learning with keras and cvlib.
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Deep learning using tensorflow
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Jupyter Notebook cung cấp các kiến thức cơ bản về Học Máy và Học Sâu bằng Python với Scikit-Learn, Keras, và TensorFlow 2.
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FCN-for-Semantic-Segmentationby Gurupradeep
Jupyter Notebook 169 Version:Current License: Permissive (MIT)
Implemention of FCN-8 and FCN-16 with Keras and uses CRF as post processing
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keras-inception-resnet-v2by yuyang-huang
Python 168 Version:Current License: No License (No License)
License: No License (No License)The Inception-ResNet v2 model using Keras (with weight files)
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Zero-Shot Semantic Segmentation
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Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)
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cnn+rnn+attention: vgg(vgg16,vgg19)+rnn(LSTM, GRU)+attention, resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+rnnrnn(LSTM, GRU)+attention, inception_v4+rnn(LSTM, GRU)+attention, inception_resnet_v2+rnn(LSTM, GRU)+attention,..... vgg(vgg16,vgg19), resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152), inception_v4, inception_resnet_v2,.....
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Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.
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Deep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.
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tensorflow_input_image_by_tfrecordby yeephycho
Python 167 Version:Current License: Permissive (Apache-2.0)
Feed your own image data to a pre-trained network by tensorflow
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BNN implementation in tensorflow
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BodyPix model demo application for Google Coral
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Demo for https://www.npmjs.com/package/tfjs-yolo-tiny
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Keras-segmentation-deeplab-v3.1by Golbstein
Jupyter Notebook 167 Version:Current License: No License (No License)
License: No License (No License)An awesome semantic segmentation model that runs in real time
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capsnet-traffic-sign-classifierby thibo73800
Jupyter Notebook 167 Version:Current License: Permissive (Apache-2.0)
A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset
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e3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond
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Simple Generative Adversarial Networks for MNIST data with Keras.
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Fully automatic brain tumour segmentation using Deep 3-D convolutional neural networks
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personal practice（个人练习，实现了深度学习中的一些算法，包括：四种初始化方法（zero initialize, random initialize, xavier initialize, he initialize），深度神经网络，正则化，dropout， 三种梯度下降方法(BGD, SGD, mini-batch)，六种优化算法(momentum、nesterov momentum、Adagrad、Adadelta、RMSprop、Adam)，梯度检验、batch normalization）、RNN
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Gradient based hyperparameter optimization & meta-learning package for TensorFlow
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Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model. IEEE Transactions on Image Processing (2018)
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Metrics for Keras. DEPRECATED since Keras 2.3.0
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Spiking-Neural-Network-SNN-with-PyTorch-where-Backpropagation-engenders-STDPby guillaume-chevalier
Jupyter Notebook 165 Version:Current License: No License (No License)
License: No License (No License)What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural network sees data throughout time, and activation functions are instead spikes that are raised past a certain pre-activation threshold. Pre-activation values constantly fades if neurons aren't excited enough.
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A DCGAN to generate anime faces using custom mined dataset
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NETL-Automatic-Topic-Labelling-by sb1992
Python 164 Version:Current License: Permissive (Apache-2.0)
Generating labels for topics automatically using neural embeddings
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Deep Learning libraries tested on images and time series
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Disease-Prediction-from-Symptomsby anujdutt9
Jupyter Notebook 164 Version:Current License: No License (No License)
License: No License (No License)Disease Prediction based on Symptoms.
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unet-tensorflow-kerasby zizhaozhang
A concise code for training and evaluating Unet using tensorflow+keras
Python 174Updated: 4 y ago License: Permissive (MIT)
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ECG-Arrhythmia-classificationby ankur219
ECG arrhythmia classification using a 2-D convolutional neural network
Python 174Updated: 4 y ago License: No License (No License)
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object-detectionby kaka-lin
Object detection with ssd_mobilenet and tiny-yolo (Add: YOLOv3, tflite)
Python 174Updated: 4 y ago License: Permissive (MIT)
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speech-emotion-recognitionby harry-7
Speaker independent emotion recognition
Python 174Updated: 4 y ago License: Permissive (MIT)
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TinyYOLOv2Barracudaby keijiro
Tiny YOLOv2 on Unity Barracuda
C# 174Updated: 2 y ago License: Permissive (Unlicense)
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Keras-Tutorialsby xingkongliang
Keras-Tutorials
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c3d-kerasby axon-research
C3D for Keras + TensorFlow
Python 173Updated: 4 y ago License: Proprietary (Proprietary)
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NoisyNet-A3Cby Kaixhin
Noisy Networks for Exploration
Python 173Updated: 4 y ago License: Permissive (MIT)
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torch-dreamsby Mayukhdeb
Making neural networks more interpretable, for research and art :mag_right: :computer: :brain: :art:
Python 173Updated: 4 y ago License: Permissive (MIT)
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captchaby arunpatala
Breaking captchas using torch
Jupyter Notebook 173Updated: 4 y ago License: No License (No License)
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nn-brainby gyyang
Tutorial codes for modeling brains with neural nets
Jupyter Notebook 173Updated: 2 y ago License: Permissive (MIT)
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own_data_cnn_implementation_kerasby anujshah1003
A complete tutorial on using own dataset to train a CNN from scratch in Keras (TF & Theano Backend)-
Python 172Updated: 4 y ago License: No License (No License)
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DCECby XifengGuo
Python 171Updated: 2 y ago License: Permissive (MIT)
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Autofocus-Layerby yaq007
Autofocus Layer for Semantic Segmentation
Python 171Updated: 4 y ago License: Permissive (MIT)
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text-emotion-classificationby tlkh
Archived - not answering issues
Jupyter Notebook 171Updated: 4 y ago License: No License (No License)
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deeplearning-tensorflow-kerasby yusugomori
詳解ディープラーニング
Python 170Updated: 4 y ago License: No License (No License)
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iBeacon-indoor-positioning-demoby jarkko-hautakorpi
Indoor positioning of iBeacon tags (tagged people, dogs, cats and objects) by trilateration, using ESP32.
JavaScript 170Updated: 2 y ago License: Permissive (MIT)
170Updated: 2 y ago License: Permissive (MIT)Support
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smsnby synchrony
Semantic Synchrony. An experiment in cognitive and sensory augmentation.
Java 170Updated: 2 y ago License: Proprietary (Proprietary)
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deep_text_matchingby wangle1218
implementation several deep text match (text similarly) models for keras . cdssm, arc-ii,match_pyramid, mvlstm ,esim, drcn ,bimpm, bert, albert, raberta
Python 169Updated: 4 y ago License: No License (No License)
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kfacby tensorflow
An implementation of KFAC for TensorFlow
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gender-detection-kerasby arunponnusamy
Gender detection (from scratch) using deep learning with keras and cvlib.
Python 169Updated: 2 y ago License: Permissive (MIT)
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TensorflowProjectsby shekkizh
Deep learning using tensorflow
Python 169Updated: 4 y ago License: Permissive (MIT)
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handson-ml2-vnby mlbvn
Jupyter Notebook cung cấp các kiến thức cơ bản về Học Máy và Học Sâu bằng Python với Scikit-Learn, Keras, và TensorFlow 2.
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FCN-for-Semantic-Segmentationby Gurupradeep
Implemention of FCN-8 and FCN-16 with Keras and uses CRF as post processing
Jupyter Notebook 169Updated: 2 y ago License: Permissive (MIT)
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keras-inception-resnet-v2by yuyang-huang
The Inception-ResNet v2 model using Keras (with weight files)
Python 168Updated: 4 y ago License: No License (No License)
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ZS3by valeoai
Zero-Shot Semantic Segmentation
Python 168Updated: 2 y ago License: Proprietary (Proprietary)
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terngradby wenwei202
Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)
Python 168Updated: 4 y ago License: Permissive (Apache-2.0)
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train_archby MachineLP
cnn+rnn+attention: vgg(vgg16,vgg19)+rnn(LSTM, GRU)+attention, resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+rnnrnn(LSTM, GRU)+attention, inception_v4+rnn(LSTM, GRU)+attention, inception_resnet_v2+rnn(LSTM, GRU)+attention,..... vgg(vgg16,vgg19), resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152), inception_v4, inception_resnet_v2,.....
Python 168Updated: 4 y ago License: No License (No License)
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multihead-siamese-netsby tlatkowski
Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.
Jupyter Notebook 168Updated: 3 y ago License: Permissive (MIT)
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Hey-Jetsonby bricewalker
Deep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.
Jupyter Notebook 168Updated: 3 y ago License: Strong Copyleft (GPL-3.0)
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tensorflow_input_image_by_tfrecordby yeephycho
Feed your own image data to a pre-trained network by tensorflow
Python 167Updated: 4 y ago License: Permissive (Apache-2.0)
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BinaryNet.tfby itayhubara
BNN implementation in tensorflow
Python 167Updated: 2 y ago License: No License (No License)
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project-bodypixby google-coral
BodyPix model demo application for Google Coral
Python 167Updated: 4 y ago License: Permissive (Apache-2.0)
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tfjs-yolo-tiny-demoby ModelDepot
Demo for https://www.npmjs.com/package/tfjs-yolo-tiny
JavaScript 167Updated: 2 y ago License: Permissive (MIT)
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Keras-segmentation-deeplab-v3.1by Golbstein
An awesome semantic segmentation model that runs in real time
Jupyter Notebook 167Updated: 4 y ago License: No License (No License)
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capsnet-traffic-sign-classifierby thibo73800
A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset
Jupyter Notebook 167Updated: 4 y ago License: Permissive (Apache-2.0)
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e3d_lstmby google
e3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond
Python 166Updated: 2 y ago License: Permissive (Apache-2.0)
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Keras-MNIST-GANby Zackory
Simple Generative Adversarial Networks for MNIST data with Keras.
Python 166Updated: 4 y ago License: Permissive (MIT)
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DeepBrainSegby koriavinash1
Fully automatic brain tumour segmentation using Deep 3-D convolutional neural networks
Python 166Updated: 2 y ago License: Permissive (MIT)
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deep-learningby tz28
personal practice（个人练习，实现了深度学习中的一些算法，包括：四种初始化方法（zero initialize, random initialize, xavier initialize, he initialize），深度神经网络，正则化，dropout， 三种梯度下降方法(BGD, SGD, mini-batch)，六种优化算法(momentum、nesterov momentum、Adagrad、Adadelta、RMSprop、Adam)，梯度检验、batch normalization）、RNN
Python 166Updated: 4 y ago License: No License (No License)
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FAR-HOby lucfra
Gradient based hyperparameter optimization & meta-learning package for TensorFlow
Jupyter Notebook 166Updated: 4 y ago License: Permissive (MIT)
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samby marcellacornia
Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model. IEEE Transactions on Image Processing (2018)
Python 165Updated: 4 y ago License: Permissive (MIT)
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keras-metricsby netrack
Metrics for Keras. DEPRECATED since Keras 2.3.0
Python 165Updated: 4 y ago License: Permissive (MIT)
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itcss-netmagby itcss
CSS 165Updated: 4 y ago License: No License (No License)
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Spiking-Neural-Network-SNN-with-PyTorch-where-Backpropagation-engenders-STDPby guillaume-chevalier
What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural network sees data throughout time, and activation functions are instead spikes that are raised past a certain pre-activation threshold. Pre-activation values constantly fades if neurons aren't excited enough.
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Anime-Face-GAN-Kerasby pavitrakumar78
A DCGAN to generate anime faces using custom mined dataset
Python 164Updated: 4 y ago License: No License (No License)
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NETL-Automatic-Topic-Labelling-by sb1992
Generating labels for topics automatically using neural embeddings
Python 164Updated: 4 y ago License: Permissive (Apache-2.0)
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neuralnetsby mzaradzki
Deep Learning libraries tested on images and time series
Jupyter Notebook 164Updated: 4 y ago License: Permissive (MIT)
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Disease-Prediction-from-Symptomsby anujdutt9
Disease Prediction based on Symptoms.
Jupyter Notebook 164Updated: 2 y ago License: No License (No License)
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