Most popular deep-learning repositories and open source projects

Deep learning is an AI function and subset of machine learning, used for processing large amounts of complex data.

yolo-9000

YOLO9000: Better, Faster, Stronger - Real-Time Object Detection. 9000...

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DeepAudioClassification

Finding the genre of a song with Deep Learning

220   1104   1104  

Anime-InPainting

An application tool of edge-connect, which can do anime inpainting and...

154   1102   1102  

chainerrl

ChainerRL is a deep reinforcement learning library built on top of Cha...

231   1101   1101  

telemanom

A framework for using LSTMs to detect anomalies in multivariate time s...

257   1100   1100  

tensorflow-101

TensorFlow 101: Introduction to Deep Learning

632   1091   1091  

Windows-Machine-Learning

Samples and Tools for Windows ML.

446   1083   1083  

MachineLearning

Machine learning algorithms implemented by pure numpy

723   1082   1082  

PaddleViT

:robot: PaddleViT: State-of-the-art Visual Transformer and MLP Models...

300   1080   1080  

nlp-library

curated collection of papers for the nlp practitioner 📖👩‍🔬

91   1074   1074  

pytorch-a3c

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) fr...

272   1065   1065  

fastMRI

A large-scale dataset of both raw MRI measurements and clinical MRI im...

336   1065   1065  

skater

Python Library for Model Interpretation/Explanations

178   1061   1061  

License-Plate-Detector

基于Yolov5车牌检测,更快更准.

386   1060   1060  

Tensorflow-Programs-and-Tutorials

Implementations of CNNs, RNNs, GANs, etc

320   1058   1058  

Coloring-greyscale-images

Coloring black and white images with deep learning.

227   1056   1056  

Deep-Learning-For-Hackers

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupy...

439   1056   1056  

NeuRec

Next RecSys Library

219   1055   1055  

training_extensions

Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™

427   1053   1053  

TorchSSL

A PyTorch-based library for semi-supervised learning (NeurIPS'21)

171   1053   1053  

deep_gcns_torch

Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arX...

157   1053   1053  

nlp

:memo: This repository recorded my NLP journey.

323   1052   1052  

Codes-for-Lane-Detection

Learning Lightweight Lane Detection CNNs by Self Attention Distillatio...

334   1050   1050  

benchmark_VAE

Unifying Generative Autoencoder implementations in Python

85   1050   1050  

DiCE

Generate Diverse Counterfactual Explanations for any machine learning...

155   1048   1048  

DeepGTAV

A plugin for GTAV that transforms it into a vision-based self-driving...

268   1044   1044  

MLPP

A library created to revitalize C++ as a machine learning front end. P...

153   1043   1043  

deepbayes-2018

Seminars DeepBayes Summer School 2018

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node2vec

Implementation of the node2vec algorithm.

229   1042   1042  

Deep-Learning-Book-Chapter-Summaries

Attempting to make the Deep Learning Book easier to understand.

319   1041   1041  

FastMOT

High-performance multiple object tracking based on YOLO, Deep SORT, an...

240   1038   1038  

mmfashion

Open-source toolbox for visual fashion analysis based on PyTorch

252   1033   1033  

morph-net

Fast & Simple Resource-Constrained Learning of Deep Network Structure

150   1031   1031  

COVID-CT

COVID-CT-Dataset: A CT Scan Dataset about COVID-19

424   1030   1030  

CaptainBlackboard

船长关于机器学习、计算机视觉和工程技术的总结和分享

183   1030   1030  

tsn-pytorch

Temporal Segment Networks (TSN) in PyTorch

317   1029   1029  

tf-explain

Interpretability Methods for tf.keras models with Tensorflow 2.x

110   1029   1029  

ChineseIDCardOCR

[Deprecated] 🇨🇳中国二代身份证光学识别

187   1028   1028  

CatPapers

Cool vision, learning, and graphics papers on Cats!

87   1026   1026  

jeelizWeboji

JavaScript/WebGL real-time face tracking and expression detection libr...

148   1026   1026  

video-classification-3d-cnn-pytorch

Video classification tools using 3D ResNet

257   1025   1025  

keract

Layers Outputs and Gradients in Keras. Made easy.

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noise2noise

An unofficial and partial Keras implementation of "Noise2Noise: Learni...

235   1024   1024  

pytorch-widedeep

A flexible package for multimodal-deep-learning to combine tabular dat...

169   1024   1024  

similarity

TensorFlow Similarity is a python package focused on making similarity...

107   1023   1023  

redtail

Perception and AI components for autonomous mobile robotics.

345   1021   1021  

softlearning

Softlearning is a reinforcement learning framework for training maximu...

228   1020   1020  

openpifpaf

Official implementation of "OpenPifPaf: Composite Fields for Semantic...

226   1019   1019  

grokking-pytorch

The Hitchiker's Guide to PyTorch

63   1018   1018  

gans-in-action

Companion repository to GANs in Action: Deep learning with Generative...

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