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.

3DDFA

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Fu...

674 3453 3453

byteps

A high performance and generic framework for distributed DNN training

478 3445 3445

zhihu

This repo contains the source code in my personal column (https://zhua...

2161 3440 3440

ALAE

[CVPR2020] Adversarial Latent Autoencoders

560 3439 3439

min-dalle

min(DALL·E) is a fast, minimal port of DALL·E Mini to PyTorch

243 3424 3424

Awesome-PyTorch-Chinese

【干货】史上最全的PyTorch学习资源汇总

752 3417 3417

Informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

773 3403 3403

ArtLine

A Deep Learning based project for creating line art portraits.

344 3368 3368

SiamMask

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Ap...

812 3365 3365

polyaxon

MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycl...

321 3350 3350

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery cou...

1030 3344 3344

makegirlsmoe_web

Create Anime Characters with MakeGirlsMoe

325 3341 3341

text

Models, data loaders and abstractions for language processing, powered...

811 3330 3330

competition-baseline

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

958 3325 3325

tensorwatch

Debugging, monitoring and visualization for Python Machine Learning an...

360 3320 3320

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framewor...

930 3303 3303

pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

811 3297 3297

Awesome-ChatGPT

ChatGPT资料汇总学习，持续更新......

310 3276 3276

mmocr

OpenMMLab Text Detection, Recognition and Understanding Toolbox

618 3268 3268

NN-SVG

Publication-ready NN-architecture schematics.

407 3265 3265

muzic

Muzic: Music Understanding and Generation with Artificial Intelligence

293 3264 3264

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, In...

1038 3262 3262

deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning me...

1024 3233 3233

Machine-Learning-Notes

周志华《机器学习》手推笔记

736 3230 3230

MachineLearning

Machine learning resources

958 3206 3206

Awesome-Geospatial

Long list of geospatial tools and resources

551 3205 3205

oneDNN

oneAPI Deep Neural Network Library (oneDNN)

898 3204 3204

deep-learning-model-convertor

The convertor/conversion of deep learning models for different deep le...

487 3200 3200

ECCV2022-RIFE

ECCV2022 - Real-Time Intermediate Flow Estimation for Video Frame Inte...

346 3168 3168

best_AI_papers_2022

A curated list of the latest breakthroughs in AI (in 2022) by release...

201 3157 3157

catalyst

Accelerated deep learning R&D

399 3150 3150

LAVIS

LAVIS - A One-stop Library for Language-Vision Intelligence

293 3149 3149

marqo

Vector search for humans.

124 3143 3143

Deep-Learning-Roadmap

:satellite: Organized Resources for Deep Learning Researchers and Deve...

324 3142 3142

face.evoLVe

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥...

743 3140 3140

PyTorch-StudioGAN

StudioGAN is a Pytorch library providing implementations of representa...

305 3131 3131

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Polic...

800 3122 3122

handong1587.github.io

1015 3121 3121

reinforcement-learning

Minimal and Clean Reinforcement Learning Examples

721 3117 3117

dm_control

DeepMind's software stack for physics-based simulation and Reinforceme...

601 3114 3114

ML-Notebooks

:fire: Machine Learning Notebooks

486 3113 3113

ResNeSt

ResNeSt: Split-Attention Networks

497 3112 3112

LSTM-Human-Activity-Recognition

Human Activity Recognition example using TensorFlow on smartphone sens...

925 3105 3105

ml-workspace

🛠 All-in-one web-based IDE specialized for machine learning and data s...

412 3092 3092

colorization

Automatic colorization using deep neural networks. "Colorful Image Col...

858 3091 3091

deep-learning-papers

Papers about deep learning ordered by task, date. Current state-of-the...

420 3088 3088

awesome-satellite-imagery-datasets

🛰️ List of satellite image training datasets with annotations for comp...

585 3086 3086

djl

An Engine-Agnostic Deep Learning Framework in Java

519 3085 3085

Reco-papers

Classic papers and resources on recommendation

778 3084 3084

composer

Train neural networks up to 7x faster

201 3083 3083