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.

TensorFlow-From-Zero-To-One

TensorFlow 最佳学习资源大全（含课程、书籍、博客、公开课等内容）

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keras-flask-deploy-webapp

:smiley_cat: Pretty & simple image classifier app template. Deploy you...

480   1122   1122  

continual-learning

PyTorch implementation of various methods for continual learning (XdG,...

257   1121   1121  

jraph

A Graph Neural Network Library in Jax

72   1121   1121  

AlphaZero.jl

A generic, simple and fast implementation of Deepmind's AlphaZero algo...

117   1119   1119  

GCNet

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

165   1119   1119  

pose-tensorflow

Human Pose estimation with TensorFlow framework

385   1117   1117  

clip-retrieval

Easily compute clip embeddings and build a clip retrieval system with...

121   1117   1117  

performer-pytorch

An implementation of Performer, a linear attention-based transformer,...

146   1114   1114  

PyRetri

Open source deep learning based unsupervised image retrieval toolbox b...

173   1113   1113  

Deep-Learning-Project-Template

A best practice for deep learning project template architecture.

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ssd_keras

Port of Single Shot MultiBox Detector to Keras

556   1106   1106  

yolo-9000

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

311   1105   1105  

stock-analysis-engine

Backtest 1000s of minute-by-minute trading algorithms for training AI...

265   1105   1105  

DeepAudioClassification

Finding the genre of a song with Deep Learning

220   1104   1104  

tf-encrypted

A Framework for Encrypted Machine Learning in TensorFlow

206   1103   1103  

machine-learning-curriculum

:computer: Learn to make machines learn so that you don't have to stru...

257   1103   1103  

Hyperparameter-Optimization-of-Machine-Learning-Algorithms

Implementation of hyperparameter optimization/tuning methods for machi...

269   1103   1103  

chainerrl

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

231   1101   1101  

Anime-InPainting

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

153   1093   1093  

Arraymancer

A fast, ergonomic and portable tensor library in Nim with a deep learn...

91   1092   1092  

DIS

This is the repo for our new project Highly Accurate Dichotomous Image...

128   1089   1089  

PaddleViT

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

300   1080   1080  

Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising

Awesome Deep Learning papers for industrial Search, Recommendation and...

178   1076   1076  

nlp-library

curated collection of papers for the nlp practitioner 📖👩‍🔬

91   1074   1074  

FreeML

A List of Data Science/Machine Learning Resources (Mostly Free)

524   1072   1072  

AI-basketball-analysis

:basketball::robot::basketball: AI web app and API to analyze basketba...

192   1071   1071  

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  

PPLM

Plug and Play Language Model implementation. Allows to steer topic and...

187   1064   1064  

Windows-Machine-Learning

Samples and Tools for Windows ML.

444   1062   1062  

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  

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  

DataAugmentationForObjectDetection

Data Augmentation For Object Detection

308   1052   1052  

Laser_control

Open-Source Laser for control mosquito, weed, and pest

105   1052   1052  

equinox

Elegant easy-to-use neural networks in JAX. https://docs.kidger.site/e...

60   1051   1051  

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

283   1043   1043  

Tensorflow-Programs-and-Tutorials

Implementations of CNNs, RNNs, GANs, etc

332   1043   1043  

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  

Deep-Learning-For-Hackers

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

442   1039   1039  

FastMOT

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

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