awesome-ai-awesomeness/README.md

# Awesome AI Awesomeness

A curated list of awesome awesomeness about artificial intelligence(AI).

If you want to contribute to this list (please do), send me a pull request.

# Table of Contents

<!-- MarkdownTOC depth=4 -->

- [Artificial Intelligence(AI)](#AI)
- [Machine Learning(ML)](#ML)
- [Deep Learning(DL)](#DL)
- [Computer Vision(CV)](#CV)
- [Natural Language Processing(NLP)](#NLP)
- [Speech Recognition](#SR)
- [Other Research Topics](#ORT)
- [Programming Languages](#PL)
- [Framework](#Framework)

<a name="AI"></a>

# Artificial Intelligence(AI)

- [AI](https://github.com/owainlewis/awesome-artificial-intelligence)
- [AI-Use-Cases](https://github.com/faktionai/awesome-ai-usecases)

<a name="ML"></a>
# Machine Learning(ML)

- [ML](https://github.com/josephmisiti/awesome-machine-learning)
- [ML-Source-Code](https://github.com/src-d/awesome-machine-learning-on-source-code)
- [ML-CN](https://github.com/jobbole/awesome-machine-learning-cn)
- [Adversarial-ML](https://github.com/yenchenlin/awesome-adversarial-machine-learning)
- [Quantum-ML](https://github.com/krishnakumarsekar/awesome-quantum-machine-learning)
- [3D-Machine-Learning](https://github.com/timzhang642/3D-Machine-Learning)

<a name="DL"></a>
# Deep Learning(DL)

- [DL](https://github.com/ChristosChristofidis/awesome-deep-learning)
- [DL-Papers](https://github.com/terryum/awesome-deep-learning-papers)
- [DL-Resources](https://github.com/guillaume-chevalier/Awesome-Deep-Learning-Resources)
- [DeepLearning-500-questions](https://github.com/scutan90/DeepLearning-500-questions)

<a name="CV"></a>
# Computer Vision(CV)

- [CV](https://github.com/jbhuang0604/awesome-computer-vision)
- [CV2](https://github.com/kjw0612/awesome-deep-vision)
- [CV-People](Awesome-People-in-Computer-Vision)
- Research Topics
    - [Image Classification](https://github.com/weiaicunzai/awesome-image-classification)
        - [imgclsmob](https://github.com/osmr/imgclsmob)
    - [Object Detection](https://github.com/amusi/awesome-object-detection)
    - [Video Object Detection](https://github.com/huanglianghua/video-detection-paper-list)
    - [Face Detection](https://github.com/ChanChiChoi/awesome-Face_Recognition)
    - [Semantic Segmentation](https://github.com/mrgloom/awesome-semantic-segmentation)
    - [Object Tracking](https://github.com/foolwood/benchmark_results)
        - [Multi-Object Tracking](https://github.com/SpyderXu/multi-object-tracking-paper-list)
    - [Pose estimation](https://github.com/wjbKimberly/pose_estimation_CVPR_ECCV_2018)
        - Human Pose estimation
          - [Human Pose estimation 1](https://github.com/cbsudux/awesome-human-pose-estimation)
          - [Human Pose estimation 2](https://github.com/wangzheallen/awesome-human-pose-estimation)
        - [Hand Pose estimation](https://github.com/xinghaochen/awesome-hand-pose-estimation)
    - Scene Text
        - [Scene Text Localization and Recognition](https://github.com/chongyangtao/Awesome-Scene-Text-Recognition)
        - [Scene Text Localization & Recognition Resources](https://github.com/whitelok/image-text-localization-recognition)
        - [Scene Text Detection and Recognition](https://github.com/Jyouhou/SceneTextPapers)
    - [OCR](https://github.com/kba/awesome-ocr)
    - [Re-ID](https://github.com/cupwater/awesome-person-ReID)
    - [Image Captioning](https://github.com/zhjohnchan/awesome-image-captioning)
    - [Question Answering](https://github.com/dapurv5/awesome-question-answering)
    - [Crowd Counting](https://github.com/gjy3035/Awesome-Crowd-Counting)
    - [Lane Detection](https://github.com/amusi/awesome-lane-detection)
    - [Image Retrieval](https://github.com/lgbwust/awesome-image-retrieval-papers)
    - [Medical Imaging](https://github.com/fepegar/awesome-medical-imaging)
        - [Awesome GAN for Medical Imaging](https://github.com/xinario/awesome-gan-for-medical-imaging)
    - [Image Inpainting](https://github.com/1900zyh/Awesome-Image-Inpainting)

<a name="NLP"></a>

# Natural Language Processing(NLP)

- [NLP](https://github.com/keon/awesome-nlp)
- [NLP-progress](https://github.com/sebastianruder/NLP-progress)
- [CoreNLP](https://github.com/stanfordnlp/CoreNLP)
- [NLPIR](https://github.com/NLPIR-team/NLPIR)
- [nlp_course](https://github.com/yandexdataschool/nlp_course)
- [nlp-datasets](https://github.com/niderhoff/nlp-datasets)
- [nlp-reading-group](https://github.com/clulab/nlp-reading-group)
- [Awesome-Chinese-NLP](https://github.com/crownpku/Awesome-Chinese-NLP): 中文自然语言处理相关资料
- [awesome-dl4nlp](https://github.com/brianspiering/awesome-dl4nlp)

<a name="SR"></a>

# Speech Recognition

- [speech_recognition](https://github.com/Uberi/speech_recognition)
- [awesome-speech-recognition-speech-synthesis-papers](https://github.com/zzw922cn/awesome-speech-recognition-speech-synthesis-papers)

<a name="ORT"></a>

# Other Research Topics

  - GAN
      - [really-awesome-gan](https://github.com/nightrome/really-awesome-gan)
      - [AdversarialNetsPapers](https://github.com/zhangqianhui/AdversarialNetsPapers)
      - [the-gan-zoo](https://github.com/hindupuravinash/the-gan-zoo)
      - [Keras-GAN](https://github.com/eriklindernoren/Keras-GAN)
      - [gans-awesome-applications](https://github.com/nashory/gans-awesome-applications): Curated list of awesome GAN applications and demo
- [SLAM](https://github.com/kanster/awesome-slam)
  - [VSLAM](https://github.com/tzutalin/awesome-visual-slam)
  - [SLAM(Chinese)](https://github.com/YiChenCityU/Recent_SLAM_Research)
- [Reinforcement Learning](https://github.com/aikorea/awesome-rl)
- [Transfer Learning](https://github.com/jindongwang/transferlearning)
- [Zero-Shot Learning](https://github.com/chichilicious/awesome-zero-shot-learning)
- [Few-Shot Learning](https://github.com/e-271/awesome-few-shot-learning)
- [Meta-Learning](https://github.com/dragen1860/awesome-meta-learning)
- [Self-Supervised](https://github.com/jason718/awesome-self-supervised-learning)
- [Graph Embedding](https://github.com/benedekrozemberczki/awesome-graph-embedding)
- [Incremental Learning](https://github.com/xialeiliu/Awesome-Incremental-Learning)
- [AutoML](https://github.com/hibayesian/awesome-automl-papers)
- [Model Compression](https://github.com/cedrickchee/awesome-ml-model-compression)
     - [Model Compression and Acceleration](https://github.com/memoiry/Awesome-model-compression-and-acceleration)

<a name="PL"></a>

# Programming Languages

- [C](https://notabug.org/koz.ross/awesome-c)
- [C++](https://github.com/fffaraz/awesome-cpp)
- [Python](https://github.com/vinta/awesome-python)
- [JAVA](https://github.com/akullpp/awesome-java)
- [JavaScript](awesome-javascript)
- [Julia](https://github.com/svaksha/Julia.jl)
- [MATLAB](https://github.com/uhub/awesome-matlab)
- [R](https://github.com/qinwf/awesome-R)

<a name="Framework"></a>
# Framework

- [TensorFlow](https://github.com/jtoy/awesome-tensorflow)
- [PyTorch](https://github.com/bharathgs/Awesome-pytorch-list)
- [Keras](https://github.com/fchollet/keras-resources)
- [MXNet](https://github.com/chinakook/Awesome-MXNet)
- [Caffe](https://github.com/MichaelXin/Awesome-Caffe)
- [Torch](https://github.com/carpedm20/awesome-torch)
- [Chainer](awesome-chainer)
Update README.md 2019-01-06 08:15:18 +00:00			`# Awesome AI Awesomeness`

			`A curated list of awesome awesomeness about artificial intelligence(AI).`

			`If you want to contribute to this list (please do), send me a pull request.`

			`# Table of Contents`

			`<!-- MarkdownTOC depth=4 -->`

			`- [Artificial Intelligence(AI)](#AI)`
			`- [Machine Learning(ML)](#ML)`
			`- [Deep Learning(DL)](#DL)`
			`- [Computer Vision(CV)](#CV)`
			`- [Natural Language Processing(NLP)](#NLP)`
Update: Speech Recognition 2019-03-14 16:46:12 +00:00			`- [Speech Recognition](#SR)`
			`- [Other Research Topics](#ORT)`
Update README.md 2019-01-06 08:15:18 +00:00			`- [Programming Languages](#PL)`
			`- [Framework](#Framework)`

			`<a name="AI"></a>`

			`# Artificial Intelligence(AI)`

			`- [AI](https://github.com/owainlewis/awesome-artificial-intelligence)`
			`- [AI-Use-Cases](https://github.com/faktionai/awesome-ai-usecases)`

			`<a name="ML"></a>`
			`# Machine Learning(ML)`

			`- [ML](https://github.com/josephmisiti/awesome-machine-learning)`
			`- [ML-Source-Code](https://github.com/src-d/awesome-machine-learning-on-source-code)`
			`- [ML-CN](https://github.com/jobbole/awesome-machine-learning-cn)`
			`- [Adversarial-ML](https://github.com/yenchenlin/awesome-adversarial-machine-learning)`
			`- [Quantum-ML](https://github.com/krishnakumarsekar/awesome-quantum-machine-learning)`
Update: 3D-Machine-Learning 2019-03-05 14:14:35 +00:00			`- [3D-Machine-Learning](https://github.com/timzhang642/3D-Machine-Learning)`
Update README.md 2019-01-06 08:15:18 +00:00
			`<a name="DL"></a>`
			`# Deep Learning(DL)`

			`- [DL](https://github.com/ChristosChristofidis/awesome-deep-learning)`
			`- [DL-Papers](https://github.com/terryum/awesome-deep-learning-papers)`
			`- [DL-Resources](https://github.com/guillaume-chevalier/Awesome-Deep-Learning-Resources)`
			`- [DeepLearning-500-questions](https://github.com/scutan90/DeepLearning-500-questions)`

			`<a name="CV"></a>`
			`# Computer Vision(CV)`

			`- [CV](https://github.com/jbhuang0604/awesome-computer-vision)`
			`- [CV2](https://github.com/kjw0612/awesome-deep-vision)`
			`- [CV-People](Awesome-People-in-Computer-Vision)`
			`- Research Topics`
add Image Classification 2019-02-11 04:11:54 +00:00			`- [Image Classification](https://github.com/weiaicunzai/awesome-image-classification)`
Update: imgclsmob 2019-03-15 14:19:17 +00:00			`- [imgclsmob](https://github.com/osmr/imgclsmob)`
Update README.md 2019-01-06 08:15:18 +00:00			`- [Object Detection](https://github.com/amusi/awesome-object-detection)`
Update: Video Object Detection 2019-02-27 13:15:40 +00:00			`- [Video Object Detection](https://github.com/huanglianghua/video-detection-paper-list)`
add face detection 2019-01-08 14:03:47 +00:00			`- [Face Detection](https://github.com/ChanChiChoi/awesome-Face_Recognition)`
Update README.md 2019-01-06 08:15:18 +00:00			`- [Semantic Segmentation](https://github.com/mrgloom/awesome-semantic-segmentation)`
Update: Visual Tracking 2019-03-06 02:55:36 +00:00			`- [Object Tracking](https://github.com/foolwood/benchmark_results)`
Update README.md 2019-01-06 08:15:18 +00:00			`- [Multi-Object Tracking](https://github.com/SpyderXu/multi-object-tracking-paper-list)`
			`- [Pose estimation](https://github.com/wjbKimberly/pose_estimation_CVPR_ECCV_2018)`
add SLAM 2019-02-06 03:30:30 +00:00			`- Human Pose estimation`
			`- [Human Pose estimation 1](https://github.com/cbsudux/awesome-human-pose-estimation)`
			`- [Human Pose estimation 2](https://github.com/wangzheallen/awesome-human-pose-estimation)`
Update README.md 2019-01-06 08:15:18 +00:00			`- [Hand Pose estimation](https://github.com/xinghaochen/awesome-hand-pose-estimation)`
Update Scene Text 2019-02-17 10:08:30 +00:00			`- Scene Text`
			`- [Scene Text Localization and Recognition](https://github.com/chongyangtao/Awesome-Scene-Text-Recognition)`
Update: Scene Text Localization & Recognition Resources 2019-03-19 14:08:10 +00:00			`- [Scene Text Localization & Recognition Resources](https://github.com/whitelok/image-text-localization-recognition)`
Update Scene Text 2019-02-17 10:08:30 +00:00			`- [Scene Text Detection and Recognition](https://github.com/Jyouhou/SceneTextPapers)`
Update: OCR 2019-03-04 05:14:32 +00:00			`- [OCR](https://github.com/kba/awesome-ocr)`
Update README.md 2019-01-06 08:15:18 +00:00			`- [Re-ID](https://github.com/cupwater/awesome-person-ReID)`
			`- [Image Captioning](https://github.com/zhjohnchan/awesome-image-captioning)`
			`- [Question Answering](https://github.com/dapurv5/awesome-question-answering)`
			`- [Crowd Counting](https://github.com/gjy3035/Awesome-Crowd-Counting)`
			`- [Lane Detection](https://github.com/amusi/awesome-lane-detection)`
Update: Image Retrieva 2019-03-01 09:13:22 +00:00			`- [Image Retrieval](https://github.com/lgbwust/awesome-image-retrieval-papers)`
Update: Medical Imaging 2019-03-01 09:26:59 +00:00			`- [Medical Imaging](https://github.com/fepegar/awesome-medical-imaging)`
			`- [Awesome GAN for Medical Imaging](https://github.com/xinario/awesome-gan-for-medical-imaging)`
Update: Image Inpainting 2019-03-20 02:43:55 +00:00			`- [Image Inpainting](https://github.com/1900zyh/Awesome-Image-Inpainting)`
Update README.md 2019-01-06 08:15:18 +00:00
			`<a name="NLP"></a>`
Update: Image Inpainting 2019-03-20 02:43:55 +00:00
Update README.md 2019-01-06 08:15:18 +00:00			`# Natural Language Processing(NLP)`

			`- [NLP](https://github.com/keon/awesome-nlp)`
			`- [NLP-progress](https://github.com/sebastianruder/NLP-progress)`
			`- [CoreNLP](https://github.com/stanfordnlp/CoreNLP)`
			`- [NLPIR](https://github.com/NLPIR-team/NLPIR)`
			`- [nlp_course](https://github.com/yandexdataschool/nlp_course)`
			`- [nlp-datasets](https://github.com/niderhoff/nlp-datasets)`
			`- [nlp-reading-group](https://github.com/clulab/nlp-reading-group)`
add GAN 2019-01-16 02:05:10 +00:00			`- [Awesome-Chinese-NLP](https://github.com/crownpku/Awesome-Chinese-NLP): 中文自然语言处理相关资料`
Update README.md 2019-01-06 08:15:18 +00:00			`- [awesome-dl4nlp](https://github.com/brianspiering/awesome-dl4nlp)`

Update: Speech Recognition 2019-03-14 16:46:12 +00:00			`<a name="SR"></a>`

			`# Speech Recognition`

			`- [speech_recognition](https://github.com/Uberi/speech_recognition)`
			`- [awesome-speech-recognition-speech-synthesis-papers](https://github.com/zzw922cn/awesome-speech-recognition-speech-synthesis-papers)`

			`<a name="ORT"></a>`

			`# Other Research Topics`
Update README.md 2019-01-06 08:15:18 +00:00
add GAN 2019-01-16 02:05:10 +00:00			`- GAN`
			`- [really-awesome-gan](https://github.com/nightrome/really-awesome-gan)`
			`- [AdversarialNetsPapers](https://github.com/zhangqianhui/AdversarialNetsPapers)`
			`- [the-gan-zoo](https://github.com/hindupuravinash/the-gan-zoo)`
			`- [Keras-GAN](https://github.com/eriklindernoren/Keras-GAN)`
			`- [gans-awesome-applications](https://github.com/nashory/gans-awesome-applications): Curated list of awesome GAN applications and demo`
add SLAM 2019-02-06 03:30:30 +00:00			`- [SLAM](https://github.com/kanster/awesome-slam)`
			`- [VSLAM](https://github.com/tzutalin/awesome-visual-slam)`
Update: SLAM(Chinese) 2019-02-27 13:24:10 +00:00			`- [SLAM(Chinese)](https://github.com/YiChenCityU/Recent_SLAM_Research)`
add: Reinforcement Learning 2019-01-21 02:31:59 +00:00			`- [Reinforcement Learning](https://github.com/aikorea/awesome-rl)`
add SLAM 2019-02-06 03:30:30 +00:00			`- [Transfer Learning](https://github.com/jindongwang/transferlearning)`
			`- [Zero-Shot Learning](https://github.com/chichilicious/awesome-zero-shot-learning)`
			`- [Few-Shot Learning](https://github.com/e-271/awesome-few-shot-learning)`
			`- [Meta-Learning](https://github.com/dragen1860/awesome-meta-learning)`
			`- [Self-Supervised](https://github.com/jason718/awesome-self-supervised-learning)`
			`- [Graph Embedding](https://github.com/benedekrozemberczki/awesome-graph-embedding)`
			`- [Incremental Learning](https://github.com/xialeiliu/Awesome-Incremental-Learning)`
Update: AutoML 2019-02-26 09:04:14 +00:00			`- [AutoML](https://github.com/hibayesian/awesome-automl-papers)`
Update: Model Compression 2019-03-11 08:27:47 +00:00			`- [Model Compression](https://github.com/cedrickchee/awesome-ml-model-compression)`
			`- [Model Compression and Acceleration](https://github.com/memoiry/Awesome-model-compression-and-acceleration)`
Update README.md 2019-01-06 08:15:18 +00:00
			`<a name="PL"></a>`
Update: Model Compression and Acceleration 2019-03-11 04:24:33 +00:00
Update README.md 2019-01-06 08:15:18 +00:00			`# Programming Languages`

			`- [C](https://notabug.org/koz.ross/awesome-c)`
			`- [C++](https://github.com/fffaraz/awesome-cpp)`
			`- [Python](https://github.com/vinta/awesome-python)`
			`- [JAVA](https://github.com/akullpp/awesome-java)`
			`- [JavaScript](awesome-javascript)`
			`- [Julia](https://github.com/svaksha/Julia.jl)`
			`- [MATLAB](https://github.com/uhub/awesome-matlab)`
			`- [R](https://github.com/qinwf/awesome-R)`

			`<a name="Framework"></a>`
			`# Framework`

			`- [TensorFlow](https://github.com/jtoy/awesome-tensorflow)`
			`- [PyTorch](https://github.com/bharathgs/Awesome-pytorch-list)`
			`- [Keras](https://github.com/fchollet/keras-resources)`
			`- [MXNet](https://github.com/chinakook/Awesome-MXNet)`
			`- [Caffe](https://github.com/MichaelXin/Awesome-Caffe)`
			`- [Torch](https://github.com/carpedm20/awesome-torch)`
			`- [Chainer](awesome-chainer)`