SecondaryAwesomeCollection

Collect the awesome DeepLearning lists in GitHub

Courses or Paper

• prakhar1989/awesome-courses :star: 29.9K (Comment : Course for CS)
• kmario23/deep-learning-drizzle :star: 4.4K (Comment : Course for Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP :fire: :fire: :fire:)
• terryum/awesome-deep-learning-papers :star: 18K

*Sophia-11/Awesome-CV-Paper-Review collect the paper about image classfication & object detection

Learning DeepLearning Framework

TensorFlow

• jtoy/awesome-tensorflow :star: 13.7K
• fendouai/Awesome-TensorFlow-Chinese :star: 0.9K (中文版)

PyTorch

• bharathgs/Awesome-pytorch-list :star: 5.6K
• rickiepark/awesome-pytorch :star: 0.2K
• INTERMT/Awesome-PyTorch-Chinese :star: 0.16K (中文)

MXNet

• chinakook/Awesome-MXNet :star:0.6K

Machine Learning

• josephmisiti/awesome-machine-learning :star: 38.4K
• apachecn/AiLearning :star: 10K （中文）
• ujjwalkarn/Machine-Learning-Tutorials :star: 8.7K
• src-d/awesome-machine-learning-on-source-code :star: 3.8K
• jobbole/awesome-machine-learning-cn :star: 2.6K (中文版)
• arbox/machine-learning-with-ruby :star: 1.2K

AI

• owainlewis/awesome-artificial-intelligence :star:4.5K

Deep Learning

• ChristosChristofidis/awesome-deep-learning :star: 11.3K
• endymecy/awesome-deeplearning-resources :star: 1.8K

Computer version

• kjw0612/awesome-deep-vision :star: 7.9K
• jbhuang0604/awesome-computer-vision :star: 9.6K （一年前的更新内容）

Image Classification

• weiaicunzai/awesome-image-classification :star: 0.2K

Object Detection

• hoya012/deep_learning_object_detection :star: 3.7K
• amusi/awesome-object-detection :star: 2.4K

Semantic Segmentation

• mrgloom/awesome-semantic-segmentation :star: 3.2K

Object Track

• foolwood/benchmark_results :star: 1.7K
• SpyderXu/multi-object-tracking-paper-list :star: 0.3K

Awesome Fine-Grained Image Analysis

• html:weixiushen/Awesome_FGIA

Human Pose Estimation

• cbsudux/awesome-human-pose-estimation :star: 0.5K

Face Recognition

• ChanChiChoi/awesome-Face_Recognition :star: 0.5K

Transfer Learning

• jindongwang/transferlearning :star: 2.8K

3D

• timzhang642/3D-Machine-Learning :star:2.66K

3D Reconstruction

• openMVG/awesome_3DReconstruction_list :star: 1.5K

RNN

• kjw0612/awesome-rnn :star: 5.3K

GAN

• hindupuravinash/the-gan-zoo :star: 5.1K
• zhangqianhui/AdversarialNetsPapers :star: 4.3K
• nightrome/really-awesome-gan :star: 2.4K
• nashory/gans-awesome-applications :star:1.4K

NLP

• keon/awesome-nlp :star: 7.7K
• crownpku/Awesome-Chinese-NLP :star: 3.3K

Meta Learning

• dragen1860/awesome-meta-learning :star:0.17K
• gopala-kr/meta-learning

Reinforcement Learning

• aikorea/awesome-rl :star: 5.2K

Deep Reinforcement Learning

• junhyukoh/deep-reinforcement-learning-papers :star:1.7K

Multi-Agent Reinforcement Learning

• LantaoYu/MARL-Papers :star:1.0K

Autonomous Vehicles

• takeitallsource/awesome-autonomous-vehicles :star: 0.79K
• philbort/awesome-self-driving-cars :star: 0.14K
• ZRZheng/Autonomous_Vehicle_Paper_Reading_List :star: 0.052K

Motion Plan

• AGV-IIT-KGP/awesome-motion-planning :star: 0.06K

Robotics

• AtsushiSakai/PythonRobotics :star: 4.6K

AutoML

• [Website]automl.org :+1:
• hibayesian/awesome-automl-papers :star: 0.7K
• markdtw/awesome-architecture-search :star: 0.67K