Attention mechanism for processing sequential data that considers the context for each timestamp.
Support
Quality
Security
License
Reuse
An implementation of Grad-CAM with keras
Support
Quality
Security
License
Reuse
Generate your own cartoon-style images with CartoonGAN (CVPR 2018), powered by TensorFlow 2.0 Alpha.
Support
Quality
Security
License
Reuse
a
attention-is-all-you-need-kerasby Lsdefine
Python 
634 Version:Current
License: No License (No License)
License: No License (No License)A Keras+TensorFlow Implementation of the Transformer: Attention Is All You Need
Support
Quality
Security
License
Reuse
Using Keras and Deep Deterministic Policy Gradient to play TORCS
Support
Quality
Security
License
Reuse
Using transformers to predict next word and predict <mask> word
Support
Quality
Security
License
Reuse
A tensorflow implementation of "Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network", a deep learning based Single-Image Super-Resolution (SISR) model.
Support
Quality
Security
License
Reuse
HungaBunga: Brute-Force all sklearn models with all parameters using .fit .predict!
Support
Quality
Security
License
Reuse
end-to-end YOLOv4/v3/v2 object detection pipeline, implemented on tf.keras with different technologies
Support
Quality
Security
License
Reuse
Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别
Support
Quality
Security
License
Reuse
yolo(v3/v4) implementation in keras and tensorflow 2.2
Support
Quality
Security
License
Reuse
SIGKDD'2019: DeepGBM: A Deep Learning Framework Distilled by GBDT for Online Prediction Tasks
Support
Quality
Security
License
Reuse
Training code for facial landmark detection based on deep convolutional neural network.
Support
Quality
Security
License
Reuse
Music auto-tagging models and trained weights in keras/theano
Support
Quality
Security
License
Reuse
Kaggle datascience bowl 2017
Support
Quality
Security
License
Reuse
Introduction to Deep Learning for Natural Language Processing
Support
Quality
Security
License
Reuse
This is a bunch of code to port Keras neural network model into pure C++.
Support
Quality
Security
License
Reuse
Keras implementation of yolo v3 object detection.
Support
Quality
Security
License
Reuse
Keras-based implementation of Relational Graph Convolutional Networks
Support
Quality
Security
License
Reuse
B
BMW-YOLOv4-Training-Automationby BMW-InnovationLab
Python 589 Version:Current License: Permissive (BSD-3-Clause)
This repository allows you to get started with training a state-of-the-art Deep Learning model with little to no configuration needed! You provide your labeled dataset or label your dataset using our BMW-LabelTool-Lite and you can start the training right away and monitor it in many different ways like TensorBoard or a custom REST API and GUI. NoCode training with YOLOv4 and YOLOV3 has never been so easy.
Support
Quality
Security
License
Reuse
中文情感分析，CNN，BI-LSTM，文本分类
Support
Quality
Security
License
Reuse
Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.
Support
Quality
Security
License
Reuse
Decentralized cloud messaging
Support
Quality
Security
License
Reuse
CRF-RNN Keras/Tensorflow version
Support
Quality
Security
License
Reuse
C
CNN-for-Sentence-Classification-in-Kerasby alexander-rakhlin
Python 572 Version:Current License: Permissive (MIT)
Convolutional Neural Networks for Sentence Classification in Keras
Support
Quality
Security
License
Reuse
U
UCR_Time_Series_Classification_Deep_Learning_Baselineby cauchyturing
Python 571 Version:Current License: No License (No License)
License: No License (No License)Fully Convlutional Neural Networks for state-of-the-art time series classification
Support
Quality
Security
License
Reuse
DenseNet Implementation in Keras with ImageNet Pretrained Models
Support
Quality
Security
License
Reuse
This repo aims to be a useful collection of notebooks/code for understanding and implementing seq2seq neural networks for time series forecasting. Networks are constructed with keras/tensorflow.
Support
Quality
Security
License
Reuse
Winning solution for the National Data Science Bowl competition on Kaggle (plankton classification)
Support
Quality
Security
License
Reuse
Tuning hyperparams fast with Hyperband
Support
Quality
Security
License
Reuse
Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network
Support
Quality
Security
License
Reuse
I transfer the backend of yolov3 into Mobilenetv1，VGG16，ResNet101 and ResNeXt101
Support
Quality
Security
License
Reuse
d
deep-learning-keras-tf-tutorialby codebasics
Jupyter Notebook 560 Version:Current License: No License (No License)
License: No License (No License)Learn deep learning with tensorflow2.0, keras and python through this comprehensive deep learning tutorial series. Learn deep learning from scratch. Deep learning series for beginners. Tensorflow tutorials, tensorflow 2.0 tutorial. deep learning tutorial python.
Support
Quality
Security
License
Reuse
Deep Learning models for network traffic classification
Support
Quality
Security
License
Reuse
High-level Deep Learning Framework written in Kotlin and inspired by Keras
Support
Quality
Security
License
Reuse
D
Python 555 Version:Current License: No License (No License)
License: No License (No License)A Tensorflow implementation of "Segmentation-Based Deep-Learning Approach for Surface-Defect Detection"
Support
Quality
Security
License
Reuse
BCDU-Net : Medical Image Segmentation
Support
Quality
Security
License
Reuse
Keras.NET is a high-level neural networks API for C# and F#, with Python Binding and capable of running on top of TensorFlow, CNTK, or Theano.
Support
Quality
Security
License
Reuse
A simplified framework and utilities for PyTorch
Support
Quality
Security
License
Reuse
Perform image segmentation and background removal in javascript using superpixes
Support
Quality
Security
License
Reuse
Keras-OpenFace is a project converting OpenFace from Torch implementation to a Keras version
Support
Quality
Security
License
Reuse
Python script for illustrating Convolutional Neural Networks (CNN) using Keras-like model definitions
Support
Quality
Security
License
Reuse
m
music_recommenderby mattmurray
Jupyter Notebook 533 Version:Current License: No License (No License)
License: No License (No License)Music recommender using deep learning with Keras and TensorFlow
Support
Quality
Security
License
Reuse
Keras library for building (Universal) Transformers, facilitating BERT and GPT models
Support
Quality
Security
License
Reuse
Shape and dimension inference (Keras-like) for PyTorch layers and neural networks
Support
Quality
Security
License
Reuse
Keras package for region-based convolutional neural networks (RCNNs)
Support
Quality
Security
License
Reuse
Code for Go-Explore: a New Approach for Hard-Exploration Problems
Support
Quality
Security
License
Reuse
Predict stock with LSTM supporting pytorch, keras and tensorflow
Support
Quality
Security
License
Reuse
S
Siamese-Networks-for-One-Shot-Learningby tensorfreitas
Python 527 Version:Current License: No License (No License)
License: No License (No License)Implementation of Siamese Neural Networks for One-shot Image Recognition
Support
Quality
Security
License
Reuse
M
Multilabel-timeseries-classification-with-LSTMby aqibsaeed
Jupyter Notebook 525 Version:Current License: Permissive (Apache-2.0)
Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.
Support
Quality
Security
License
Reuse
k
keras-self-attentionby CyberZHG
Attention mechanism for processing sequential data that considers the context for each timestamp.
Python 639Updated: 1 y ago License: Permissive (MIT)
639Updated: 1 y ago License: Permissive (MIT)Support
Quality
Security
License
Reuse
k
keras-grad-camby jacobgil
An implementation of Grad-CAM with keras
Python 637Updated: 1 y ago License: Permissive (MIT)
637Updated: 1 y ago License: Permissive (MIT)Support
Quality
Security
License
Reuse
C
CartoonGan-tensorflowby mnicnc404
Generate your own cartoon-style images with CartoonGAN (CVPR 2018), powered by TensorFlow 2.0 Alpha.
Python 635Updated: 3 y ago License: Permissive (Apache-2.0)
635Updated: 3 y ago License: Permissive (Apache-2.0)Support
Quality
Security
License
Reuse
a
attention-is-all-you-need-kerasby Lsdefine
A Keras+TensorFlow Implementation of the Transformer: Attention Is All You Need
Python 634Updated: 3 y ago License: No License (No License)
634Updated: 3 y ago License: No License (No License)Support
Quality
Security
License
Reuse
D
DDPG-Keras-Torcsby yanpanlau
Using Keras and Deep Deterministic Policy Gradient to play TORCS
Python 634Updated: 3 y ago License: No License (No License)
634Updated: 3 y ago License: No License (No License)Support
Quality
Security
License
Reuse
n
next_word_predictionby renatoviolin
Using transformers to predict next word and predict <mask> word
Python 627Updated: 3 y ago License: No License (No License)
627Updated: 3 y ago License: No License (No License)Support
Quality
Security
License
Reuse
d
dcscn-super-resolutionby jiny2001
A tensorflow implementation of "Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network", a deep learning based Single-Image Super-Resolution (SISR) model.
Python 623Updated: 3 y ago License: Permissive (MIT)
623Updated: 3 y ago License: Permissive (MIT)Support
Quality
Security
License
Reuse
H
HungaBungaby ypeleg
HungaBunga: Brute-Force all sklearn models with all parameters using .fit .predict!
Python 617Updated: 3 y ago License: Permissive (MIT)
617Updated: 3 y ago License: Permissive (MIT)Support
Quality
Security
License
Reuse
k
keras-YOLOv3-model-setby david8862
end-to-end YOLOv4/v3/v2 object detection pipeline, implemented on tf.keras with different technologies
Python 616Updated: 1 y ago License: Permissive (MIT)
616Updated: 1 y ago License: Permissive (MIT)Support
Quality
Security
License
Reuse
S
Speech-Emotion-Recognitionby Renovamen
Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别
Python 615Updated: 1 y ago License: Permissive (MIT)
615Updated: 1 y ago License: Permissive (MIT)Support
Quality
Security
License
Reuse
y
yolov3-keras-tf2by emadboctorx
yolo(v3/v4) implementation in keras and tensorflow 2.2
Python 611Updated: 4 y ago License: Permissive (MIT)
611Updated: 4 y ago License: Permissive (MIT)Support
Quality
Security
License
Reuse
D
DeepGBMby motefly
SIGKDD'2019: DeepGBM: A Deep Learning Framework Distilled by GBDT for Online Prediction Tasks
Python 610Updated: 1 y ago License: No License (No License)
610Updated: 1 y ago License: No License (No License)Support
Quality
Security
License
Reuse
c
cnn-facial-landmarkby yinguobing
Training code for facial landmark detection based on deep convolutional neural network.
Python 606Updated: 1 y ago License: Permissive (MIT)
606Updated: 1 y ago License: Permissive (MIT)Support
Quality
Security
License
Reuse
m
music-auto_tagging-kerasby keunwoochoi
Music auto-tagging models and trained weights in keras/theano
Python 603Updated: 1 y ago License: Permissive (MIT)
603Updated: 1 y ago License: Permissive (MIT)Support
Quality
Security
License
Reuse
k
kaggle_ndsb2017by juliandewit
Kaggle datascience bowl 2017
Python 602Updated: 3 y ago License: Permissive (MIT)
602Updated: 3 y ago License: Permissive (MIT)Support
Quality
Security
License
Reuse
D
DeepLearning-NLPby rouseguy
Introduction to Deep Learning for Natural Language Processing
Jupyter Notebook 602Updated: 3 y ago License: Permissive (MIT)
602Updated: 3 y ago License: Permissive (MIT)Support
Quality
Security
License
Reuse
k
keras2cppby pplonski
This is a bunch of code to port Keras neural network model into pure C++.
C++ 600Updated: 3 y ago License: Permissive (MIT)
600Updated: 3 y ago License: Permissive (MIT)Support
Quality
Security
License
Reuse
Y
YOLOv3by xiaochus
Keras implementation of yolo v3 object detection.
Python 599Updated: 1 y ago License: Permissive (MIT)
599Updated: 1 y ago License: Permissive (MIT)Support
Quality
Security
License
Reuse
r
relational-gcnby tkipf
Keras-based implementation of Relational Graph Convolutional Networks
Python 598Updated: 3 y ago License: Permissive (MIT)
598Updated: 3 y ago License: Permissive (MIT)Support
Quality
Security
License
Reuse
B
BMW-YOLOv4-Training-Automationby BMW-InnovationLab
This repository allows you to get started with training a state-of-the-art Deep Learning model with little to no configuration needed! You provide your labeled dataset or label your dataset using our BMW-LabelTool-Lite and you can start the training right away and monitor it in many different ways like TensorBoard or a custom REST API and GUI. NoCode training with YOLOv4 and YOLOV3 has never been so easy.
Python 589Updated: 2 y ago License: Permissive (BSD-3-Clause)
589Updated: 2 y ago License: Permissive (BSD-3-Clause)Support
Quality
Security
License
Reuse
c
chinese_sentimentby linguishi
中文情感分析，CNN，BI-LSTM，文本分类
Python 589Updated: 11 mo ago License: No License (No License)
589Updated: 11 mo ago License: No License (No License)Support
Quality
Security
License
Reuse
T
Trending-Deep-Learningby mbadry1
Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.
Python 582Updated: 1 y ago License: Permissive (MIT)
582Updated: 1 y ago License: Permissive (MIT)Support
Quality
Security
License
Reuse
i
irisby project-iris
Decentralized cloud messaging
Go 578Updated: 3 y ago License: Proprietary (Proprietary)
578Updated: 3 y ago License: Proprietary (Proprietary)Support
Quality
Security
License
Reuse
c
crfasrnn_kerasby sadeepj
CRF-RNN Keras/Tensorflow version
Python 575Updated: 3 y ago License: Permissive (MIT)
575Updated: 3 y ago License: Permissive (MIT)Support
Quality
Security
License
Reuse
C
CNN-for-Sentence-Classification-in-Kerasby alexander-rakhlin
Convolutional Neural Networks for Sentence Classification in Keras
Python 572Updated: 3 y ago License: Permissive (MIT)
572Updated: 3 y ago License: Permissive (MIT)Support
Quality
Security
License
Reuse
U
UCR_Time_Series_Classification_Deep_Learning_Baselineby cauchyturing
Fully Convlutional Neural Networks for state-of-the-art time series classification
Python 571Updated: 1 y ago License: No License (No License)
571Updated: 1 y ago License: No License (No License)Support
Quality
Security
License
Reuse
D
DenseNet-Kerasby flyyufelix
DenseNet Implementation in Keras with ImageNet Pretrained Models
Python 568Updated: 1 y ago License: Permissive (MIT)
568Updated: 1 y ago License: Permissive (MIT)Support
Quality
Security
License
Reuse
T
TimeSeries_Seq2Seqby JEddy92
This repo aims to be a useful collection of notebooks/code for understanding and implementing seq2seq neural networks for time series forecasting. Networks are constructed with keras/tensorflow.
Jupyter Notebook 566Updated: 1 y ago License: No License (No License)
566Updated: 1 y ago License: No License (No License)Support
Quality
Security
License
Reuse
k
kaggle-ndsbby benanne
Winning solution for the National Data Science Bowl competition on Kaggle (plankton classification)
Python 565Updated: 3 y ago License: Permissive (MIT)
565Updated: 3 y ago License: Permissive (MIT)Support
Quality
Security
License
Reuse
h
hyperbandby zygmuntz
Tuning hyperparams fast with Hyperband
Python 562Updated: 3 y ago License: Proprietary (Proprietary)
562Updated: 3 y ago License: Proprietary (Proprietary)Support
Quality
Security
License
Reuse
e
ecgby awni
Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network
Python 562Updated: 1 y ago License: Strong Copyleft (GPL-3.0)
562Updated: 1 y ago License: Strong Copyleft (GPL-3.0)Support
Quality
Security
License
Reuse
k
keras-YOLOv3-mobilenetby Adamdad
I transfer the backend of yolov3 into Mobilenetv1，VGG16，ResNet101 and ResNeXt101
Python 560Updated: 3 y ago License: Permissive (MIT)
560Updated: 3 y ago License: Permissive (MIT)Support
Quality
Security
License
Reuse
d
deep-learning-keras-tf-tutorialby codebasics
Learn deep learning with tensorflow2.0, keras and python through this comprehensive deep learning tutorial series. Learn deep learning from scratch. Deep learning series for beginners. Tensorflow tutorials, tensorflow 2.0 tutorial. deep learning tutorial python.
Jupyter Notebook 560Updated: 1 y ago License: No License (No License)
560Updated: 1 y ago License: No License (No License)Support
Quality
Security
License
Reuse
D
DeepTrafficby echowei
Deep Learning models for network traffic classification
Python 559Updated: 1 y ago License: Weak Copyleft (MPL-2.0)
559Updated: 1 y ago License: Weak Copyleft (MPL-2.0)Support
Quality
Security
License
Reuse
K
KotlinDLby JetBrains
High-level Deep Learning Framework written in Kotlin and inspired by Keras
Kotlin 558Updated: 3 y ago License: Permissive (Apache-2.0)
558Updated: 3 y ago License: Permissive (Apache-2.0)Support
Quality
Security
License
Reuse
D
Deep-Learning-Approach-for-Surface-Defect-Detectionby Wslsdx
A Tensorflow implementation of "Segmentation-Based Deep-Learning Approach for Surface-Defect Detection"
Python 555Updated: 3 y ago License: No License (No License)
555Updated: 3 y ago License: No License (No License)Support
Quality
Security
License
Reuse
B
BCDU-Netby rezazad68
BCDU-Net : Medical Image Segmentation
Python 551Updated: 1 y ago License: No License (No License)
551Updated: 1 y ago License: No License (No License)Support
Quality
Security
License
Reuse
K
Keras.NETby SciSharp
Keras.NET is a high-level neural networks API for C# and F#, with Python Binding and capable of running on top of TensorFlow, CNTK, or Theano.
C# 547Updated: 1 y ago License: Permissive (MIT)
547Updated: 1 y ago License: Permissive (MIT)Support
Quality
Security
License
Reuse
p
poutyneby GRAAL-Research
A simplified framework and utilities for PyTorch
Python 543Updated: 1 y ago License: Weak Copyleft (LGPL-3.0)
543Updated: 1 y ago License: Weak Copyleft (LGPL-3.0)Support
Quality
Security
License
Reuse
I
ImageSegmentationby AKSHAYUBHAT
Perform image segmentation and background removal in javascript using superpixes
JavaScript 543Updated: 4 y ago License: Permissive (MIT)
543Updated: 4 y ago License: Permissive (MIT)Support
Quality
Security
License
Reuse
K
Keras-OpenFaceby iwantooxxoox
Keras-OpenFace is a project converting OpenFace from Torch implementation to a Keras version
Jupyter Notebook 542Updated: 3 y ago License: Permissive (Apache-2.0)
542Updated: 3 y ago License: Permissive (Apache-2.0)Support
Quality
Security
License
Reuse
c
convnet-drawerby yu4u
Python script for illustrating Convolutional Neural Networks (CNN) using Keras-like model definitions
Python 534Updated: 3 y ago License: Permissive (MIT)
534Updated: 3 y ago License: Permissive (MIT)Support
Quality
Security
License
Reuse
m
music_recommenderby mattmurray
Music recommender using deep learning with Keras and TensorFlow
Jupyter Notebook 533Updated: 3 y ago License: No License (No License)
533Updated: 3 y ago License: No License (No License)Support
Quality
Security
License
Reuse
k
keras-transformerby kpot
Keras library for building (Universal) Transformers, facilitating BERT and GPT models
Python 530Updated: 1 y ago License: Permissive (MIT)
530Updated: 1 y ago License: Permissive (MIT)Support
Quality
Security
License
Reuse
t
torchlayersby szymonmaszke
Shape and dimension inference (Keras-like) for PyTorch layers and neural networks
Python 530Updated: 3 y ago License: Permissive (MIT)
530Updated: 3 y ago License: Permissive (MIT)Support
Quality
Security
License
Reuse
k
keras-rcnnby broadinstitute
Keras package for region-based convolutional neural networks (RCNNs)
Python 530Updated: 3 y ago License: Proprietary (Proprietary)
530Updated: 3 y ago License: Proprietary (Proprietary)Support
Quality
Security
License
Reuse
g
go-exploreby uber-research
Code for Go-Explore: a New Approach for Hard-Exploration Problems
Python 529Updated: 1 y ago License: Proprietary (Proprietary)
529Updated: 1 y ago License: Proprietary (Proprietary)Support
Quality
Security
License
Reuse
s
stock_predict_with_LSTMby hichenway
Predict stock with LSTM supporting pytorch, keras and tensorflow
Python 528Updated: 1 y ago License: Permissive (Apache-2.0)
528Updated: 1 y ago License: Permissive (Apache-2.0)Support
Quality
Security
License
Reuse
S
Siamese-Networks-for-One-Shot-Learningby tensorfreitas
Implementation of Siamese Neural Networks for One-shot Image Recognition
Python 527Updated: 1 y ago License: No License (No License)
527Updated: 1 y ago License: No License (No License)Support
Quality
Security
License
Reuse
M
Multilabel-timeseries-classification-with-LSTMby aqibsaeed
Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.
Jupyter Notebook 525Updated: 3 y ago License: Permissive (Apache-2.0)
525Updated: 3 y ago License: Permissive (Apache-2.0)Support
Quality
Security
License
Reuse