【资源 & 更新】二次收集GitHub上Awesome资源列表

相关代码将在DeepTecher/SecondaryAwesomeCollection更新

SecondaryAwesomeCollection

Collect the awesome DeepLearning lists in GitHub

Courses or Paper

  • prakhar1989/awesome-courses ⭐️ 29.9K
  • terryum/awesome-deep-learning-papers ⭐️ 18K

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

MXNet

  • chinakook/Awesome-MXNet ⭐️0.6K

Machine Learning

  • josephmisiti/awesome-machine-learning ⭐️ 38.4K
  • 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

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

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

Human Pose Estimation

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

Face Recognition

  • ChanChiChoi/awesome-Face_Recognition ⭐️ 0.5K

3D Reconstruction

  • openMVG/awesome_3DReconstruction_list ⭐️ 1.5K

GAN

  • 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 vehicle

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

  • hibayesian/awesome-automl-papers ⭐️ 0.7K

AI

  • owainlewis/awesome-artificial-intelligence ⭐️4.5K

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