awesome-computer-vision-resources

A curated list of awesome CV/ML resources for easy study and reference
https://github.com/tzxiang/awesome-computer-vision-resources

Last synced: 19 days ago
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Books

Computer Vision

[PDF
[Codes

Machine Learning

[PDF - keen/Machine-learning-learning-notes) [HandNotes]
[PDF
[Homepage - us/research/uploads/prod/2006/01/Bishop-Pattern-Recognition-and-Machine-Learning-2006.pdf) [PDF-Chinese] [Algorithms_Python] [Algorithms_Matlab]
[PDF - %E7%BB%9F%E8%AE%A1%E5%AD%A6%E4%B9%A0/machine_learning_algorithm-master)
[ReadOnline-Chinese - Bili]](https://space.bilibili.com/209599371/channel/detail?cid=23541) [Video-Youtube]
[Homepage - book.pdf)
[ReadOnline - in-Action/gans-in-action)
[ReadOnline - Chinese]](https://tigerneil.gitbooks.io/neural-networks-and-deep-learning-zh/content/index.html)
[Homepage&PDF
[Homepage - Deep-Learning)
[Online
[github - book/)
[github
[github
[github
[github - into-DL-PyTorch/#/) [PDF]
[Online - into-DL-TensorFlow2.0)
[Others
[Homepage - Chinese]](https://github.com/deeplearning-ai/machine-learning-yearning-cn) [ReadOnline] [PDF]
[github
[Online
[Online
[ReadOnline - in-Action/gans-in-action)
[ReadOnline - Chinese]](https://tigerneil.gitbooks.io/neural-networks-and-deep-learning-zh/content/index.html)

MatheMatics

Dataset

3D Dataset

Aerial Action/Event Dataset

[Dataset - action.org/)
[Dataset
[Dataset
[Dataset - action.org/)
[Dataset
[Dataset

AutoDriving/Transport

Comprehensive Dataset

Object Tracking Dataset

[Dataset
[Dataset
[Dataset
[Dataset
[Dataset - Color-128]](https://github.com/lukaswals/unified_tracking_benchmark)
[Dataset
[github
[Dataset
[Dataset - tracking)

Research Tools

Scene Understanding

[Homepage
[Homepage - CL)

Semantic seg for 3D

FunnyDemo/APP

Research Tools

Nightmare
[Proj
[Blog
Nightmare
Detection based on MTCNN and LPRNet - Plate-Detect-Recognition-via-Deep-Neural-Networks-accuracy-up-to-99.9)
[Proj
[Blog
[Proj
[Proj - time-3d-object-detection-on-mobile.html)

Lessons

MatheMatics

[Slides - Youtube]](https://www.youtube.com/playlist?list=PLJV_el3uVTsPy9oCRY30oBPNLCo89yu49) [Video-Bili] [Notes]
[CoursePage - zLfQRF3EO8sYv) [Slides] [Notes] [Notes-Chinese] [One Class Project-VideoObSeg]
[CoursePage - Chinese]](http://www.ai-start.com/dl2017/) [Notes2] [Homepage1] [Homepage2]
[Homepage - Field)
[CoursePage - rwp5__7C0oIVt26ZgjG9NI) [CourseCode]
[CoursePage
[Cheatsheet - git]](https://github.com/shervinea/cheatsheet-translation)
[CoursePage
[CoursePage
[CoursePage
[Homepage&Slides
[Homepage
[Video - View_Geometry.pdf)
[Video
[Video - Lyu/TensorFLow-Learning)
[Slides - Youtube]](https://www.youtube.com/playlist?list=PLJV_el3uVTsPy9oCRY30oBPNLCo89yu49) [Video-Bili] [Notes]
[github
[CoursePage - zLfQRF3EO8sYv) [Slides] [Notes] [Notes-Chinese] [One Class Project-VideoObSeg]

Repos

Research Tools

Toolbox

Code Tools

Label tools

[Page1 - 164509/)
Polygon-RNN++
labelme
labelImg
Curve-GCN
Polygon-RNN++
[github
[github
[github
[github
[github
[github
MRLabeler - etc dataset, depending on OpenCV.
[github
[github

Libraries