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133 lines
6.3 KiB
Markdown
133 lines
6.3 KiB
Markdown
# Awesome AI Awesomeness
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A curated list of awesome awesomeness about artificial intelligence(AI).
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If you want to contribute to this list (please do), send me a pull request.
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# Table of Contents
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<!-- MarkdownTOC depth=4 -->
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- [Artificial Intelligence(AI)](#AI)
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- [Machine Learning(ML)](#ML)
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- [Deep Learning(DL)](#DL)
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- [Computer Vision(CV)](#CV)
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- [Natural Language Processing(NLP)](#NLP)
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- [Research Topics](#RT)
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- [Programming Languages](#PL)
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- [Framework](#Framework)
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<a name="AI"></a>
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# Artificial Intelligence(AI)
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- [AI](https://github.com/owainlewis/awesome-artificial-intelligence)
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- [AI-Use-Cases](https://github.com/faktionai/awesome-ai-usecases)
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<a name="ML"></a>
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# Machine Learning(ML)
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- [ML](https://github.com/josephmisiti/awesome-machine-learning)
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- [ML-Source-Code](https://github.com/src-d/awesome-machine-learning-on-source-code)
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- [ML-CN](https://github.com/jobbole/awesome-machine-learning-cn)
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- [Adversarial-ML](https://github.com/yenchenlin/awesome-adversarial-machine-learning)
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- [Quantum-ML](https://github.com/krishnakumarsekar/awesome-quantum-machine-learning)
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- [3D-Machine-Learning](https://github.com/timzhang642/3D-Machine-Learning)
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<a name="DL"></a>
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# Deep Learning(DL)
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- [DL](https://github.com/ChristosChristofidis/awesome-deep-learning)
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- [DL-Papers](https://github.com/terryum/awesome-deep-learning-papers)
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- [DL-Resources](https://github.com/guillaume-chevalier/Awesome-Deep-Learning-Resources)
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- [DeepLearning-500-questions](https://github.com/scutan90/DeepLearning-500-questions)
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<a name="CV"></a>
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# Computer Vision(CV)
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- [CV](https://github.com/jbhuang0604/awesome-computer-vision)
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- [CV2](https://github.com/kjw0612/awesome-deep-vision)
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- [CV-People](Awesome-People-in-Computer-Vision)
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- Research Topics
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- [Image Classification](https://github.com/weiaicunzai/awesome-image-classification)
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- [Object Detection](https://github.com/amusi/awesome-object-detection)
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- [Video Object Detection](https://github.com/huanglianghua/video-detection-paper-list)
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- [Face Detection](https://github.com/ChanChiChoi/awesome-Face_Recognition)
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- [Semantic Segmentation](https://github.com/mrgloom/awesome-semantic-segmentation)
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- Object Tracking
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- [Multi-Object Tracking](https://github.com/SpyderXu/multi-object-tracking-paper-list)
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- [Pose estimation](https://github.com/wjbKimberly/pose_estimation_CVPR_ECCV_2018)
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- Human Pose estimation
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- [Human Pose estimation 1](https://github.com/cbsudux/awesome-human-pose-estimation)
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- [Human Pose estimation 2](https://github.com/wangzheallen/awesome-human-pose-estimation)
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- [Hand Pose estimation](https://github.com/xinghaochen/awesome-hand-pose-estimation)
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- Scene Text
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- [Scene Text Localization and Recognition](https://github.com/chongyangtao/Awesome-Scene-Text-Recognition)
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- [Scene Text Detection and Recognition](https://github.com/Jyouhou/SceneTextPapers)
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- [OCR](https://github.com/kba/awesome-ocr)
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- [Re-ID](https://github.com/cupwater/awesome-person-ReID)
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- [Image Captioning](https://github.com/zhjohnchan/awesome-image-captioning)
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- [Question Answering](https://github.com/dapurv5/awesome-question-answering)
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- [Crowd Counting](https://github.com/gjy3035/Awesome-Crowd-Counting)
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- [Lane Detection](https://github.com/amusi/awesome-lane-detection)
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- [Image Retrieval](https://github.com/lgbwust/awesome-image-retrieval-papers)
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- [Medical Imaging](https://github.com/fepegar/awesome-medical-imaging)
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- [Awesome GAN for Medical Imaging](https://github.com/xinario/awesome-gan-for-medical-imaging)
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<a name="NLP"></a>
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# Natural Language Processing(NLP)
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- [NLP](https://github.com/keon/awesome-nlp)
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- [NLP-progress](https://github.com/sebastianruder/NLP-progress)
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- [CoreNLP](https://github.com/stanfordnlp/CoreNLP)
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- [NLPIR](https://github.com/NLPIR-team/NLPIR)
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- [nlp_course](https://github.com/yandexdataschool/nlp_course)
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- [nlp-datasets](https://github.com/niderhoff/nlp-datasets)
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- [nlp-reading-group](https://github.com/clulab/nlp-reading-group)
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- [Awesome-Chinese-NLP](https://github.com/crownpku/Awesome-Chinese-NLP): 中文自然语言处理相关资料
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- [awesome-dl4nlp](https://github.com/brianspiering/awesome-dl4nlp)
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<a name="RT"></a>
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# Research Topics
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- GAN
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- [really-awesome-gan](https://github.com/nightrome/really-awesome-gan)
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- [AdversarialNetsPapers](https://github.com/zhangqianhui/AdversarialNetsPapers)
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- [the-gan-zoo](https://github.com/hindupuravinash/the-gan-zoo)
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- [Keras-GAN](https://github.com/eriklindernoren/Keras-GAN)
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- [gans-awesome-applications](https://github.com/nashory/gans-awesome-applications): Curated list of awesome GAN applications and demo
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- [SLAM](https://github.com/kanster/awesome-slam)
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- [VSLAM](https://github.com/tzutalin/awesome-visual-slam)
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- [SLAM(Chinese)](https://github.com/YiChenCityU/Recent_SLAM_Research)
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- [Reinforcement Learning](https://github.com/aikorea/awesome-rl)
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- [Transfer Learning](https://github.com/jindongwang/transferlearning)
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- [Zero-Shot Learning](https://github.com/chichilicious/awesome-zero-shot-learning)
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- [Few-Shot Learning](https://github.com/e-271/awesome-few-shot-learning)
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- [Meta-Learning](https://github.com/dragen1860/awesome-meta-learning)
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- [Self-Supervised](https://github.com/jason718/awesome-self-supervised-learning)
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- [Graph Embedding](https://github.com/benedekrozemberczki/awesome-graph-embedding)
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- [Incremental Learning](https://github.com/xialeiliu/Awesome-Incremental-Learning)
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- [AutoML](https://github.com/hibayesian/awesome-automl-papers)
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<a name="PL"></a>
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# Programming Languages
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- [C](https://notabug.org/koz.ross/awesome-c)
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- [C++](https://github.com/fffaraz/awesome-cpp)
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- [Python](https://github.com/vinta/awesome-python)
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- [JAVA](https://github.com/akullpp/awesome-java)
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- [JavaScript](awesome-javascript)
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- [Julia](https://github.com/svaksha/Julia.jl)
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- [MATLAB](https://github.com/uhub/awesome-matlab)
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- [R](https://github.com/qinwf/awesome-R)
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<a name="Framework"></a>
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# Framework
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- [TensorFlow](https://github.com/jtoy/awesome-tensorflow)
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- [PyTorch](https://github.com/bharathgs/Awesome-pytorch-list)
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- [Keras](https://github.com/fchollet/keras-resources)
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- [MXNet](https://github.com/chinakook/Awesome-MXNet)
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- [Caffe](https://github.com/MichaelXin/Awesome-Caffe)
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- [Torch](https://github.com/carpedm20/awesome-torch)
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- [Chainer](awesome-chainer) |