DeepTecher / SecondaryAwesomeCollection

收集深度学习相关的awesome 资源列表,欢迎补充

SecondaryAwesomeCollection

Collect the awesome DeepLearning lists in GitHub

Courses or Paper

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

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

Learning DeepLearning Framework

TensorFlow

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

PyTorch

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

MXNet

• chinakook/Awesome-MXNet ⭐0.6K

Machine Learning

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

AI

• owainlewis/awesome-artificial-intelligence ⭐4.5K

Deep Learning

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

Computer version

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

Image Classification

• weiaicunzai/awesome-image-classification ⭐ 0.2K

Object Detection

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

Semantic Segmentation

• mrgloom/awesome-semantic-segmentation ⭐ 3.2K

Object Track

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

Awesome Fine-Grained Image Analysis

• html:weixiushen/Awesome_FGIA

Human Pose Estimation

• cbsudux/awesome-human-pose-estimation ⭐ 0.5K

Face Recognition

• ChanChiChoi/awesome-Face_Recognition ⭐ 0.5K

Transfer Learning

• jindongwang/transferlearning ⭐ 2.8K

3D

• timzhang642/3D-Machine-Learning ⭐2.66K

3D Reconstruction

• openMVG/awesome_3DReconstruction_list ⭐ 1.5K

RNN

• kjw0612/awesome-rnn ⭐ 5.3K

GAN

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

NLP

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

Meta Learning

• dragen1860/awesome-meta-learning ⭐0.17K
• gopala-kr/meta-learning

Reinforcement Learning

• aikorea/awesome-rl ⭐ 5.2K

Deep Reinforcement Learning

• junhyukoh/deep-reinforcement-learning-papers ⭐1.7K

Multi-Agent Reinforcement Learning

• LantaoYu/MARL-Papers ⭐1.0K

Autonomous Vehicles

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

Motion Plan

• AGV-IIT-KGP/awesome-motion-planning ⭐ 0.06K

Robotics

• AtsushiSakai/PythonRobotics ⭐ 4.6K

AutoML

• [Website]automl.org 👍
• hibayesian/awesome-automl-papers ⭐ 0.7K
• markdtw/awesome-architecture-search ⭐ 0.67K