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收集深度学习相关的awesome 资源列表,欢迎补充

License: MIT License

secondaryawesomecollection's Introduction

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

AI

owainlewis/awesome-artificial-intelligence ⭐4.5K

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

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

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

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 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

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