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awesome-deep-vision

A curated list of deep learning resources for computer vision
https://github.com/kjw0612/awesome-deep-vision

Last synced: 1 day ago
JSON representation

Papers
- Image and Language
  - [Paper
  - [Paper
  - [Paper
  - [Web
  - [Paper
  - [Web
  - image_captioning
  - [Paper
  - [Paper
  - [Web
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper-arXiv - CVPR]](http://www.cs.cmu.edu/~xinleic/papers/cvpr15_rnn.pdf)
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [paper
  - question_answering
  - [Web
  - [Web
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper-arXiv - CVPR]](http://www.cs.cmu.edu/~xinleic/papers/cvpr15_rnn.pdf)
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
- Understanding CNN
  - [Paper
  - [Paper
  - understanding
  - [Paper
  - [Paper
  - [Paper
  - [arXiv Paper
  - [Paper
- Low-Level Vision
  - [Paper
  - [Paper
  - [Paper
  - [Web - ECCV14]](http://personal.ie.cuhk.edu.hk/~ccloy/files/eccv_2014_deepresolution.pdf) [[Paper-arXiv15]](http://arxiv.org/pdf/1501.00092.pdf)
  - [Paper
  - [Paper
  - [Paper
  - [Paper - style/fast-style-supp.pdf)
  - [Paper
  - [Paper ICONIP-2014
  - [Paper
  - [Paper-arXiv15
  - [Paper
  - [Paper
  - [Web
  - [Paper
  - [Paper
  - [Paper
  - [Blog
  - [Paper - encoder)
  - [Paper
  - [Paper-arXiv15
- ImageNet Classification
  - [Web
  - [Paper
  - classification
  - [Paper - net.org/challenges/talks/ilsvrc2015_deep_residual_learning_kaiminghe.pdf)]
  - [Paper
  - [Paper
  - [Paper
  - [Paper - net.org/challenges/talks/ilsvrc2015_deep_residual_learning_kaiminghe.pdf)]
  - [Paper
  - [Paper
  - [Paper
- Object Detection
  - object_detection
  - [Paper - faster-rcnn)
  - [Paper-CVPR14 - arXiv14]](http://arxiv.org/pdf/1311.2524)
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper - FCN)
  - [Paper
  - [Paper
  - [Paper - faster-rcnn)
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
- Visual Attention and Saliency
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - saliency
- Object Recognition
  - [Paper
  - [Paper
- Video Classification
  - [Paper
  - [Paper
- Object Tracking
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
- Edge Detection
  - edge_detection
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
- Semantic Segmentation
  - semantic_segmantation
  - VOC2012_top_rankings
  - leaderboards
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper-CVPR15 - arXiv15]](http://arxiv.org/pdf/1411.4038)
  - [Paper
  - [Paper
  - [Paper-ICML12 - PAMI13]](http://yann.lecun.com/exdb/publis/pdf/farabet-pami-13.pdf)
  - [Web
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
- Image Generation
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
- Other Topics
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper - style)
  - [Paper - inf.mpg.de/departments/computer-vision-and-multimodal-computing/research/gaze-based-human-computer-interaction/appearance-based-gaze-estimation-in-the-wild-mpiigaze/)
  - [Paper
  - [Paper
  - [Paper
  - [Paper
Contributing
- ![Join the chat at https://gitter.im/kjw0612/awesome-deep-vision - deep-vision?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge)
Sharing
Courses
- Other Topics
  - CUHK
  - Stanford
  - Oxford
  - NYU
  - NYU
Books
- Other Topics
Videos
- Other Topics
Software
- Framework
  - [Web
  - [Web
  - [torchnet
  - [Web
  - [Web
  - [Pylearn2 - udem/blocks)], [[Keras](http://keras.io/)], [[Lasagne](https://github.com/Lasagne/Lasagne)]
  - [Web
  - [Web
- Applications
  - [Web
Tutorials
- Applications
  - CVPR 2014
Blogs
- Applications

Categories

Papers 206 Sharing 21 Software 9 Courses 5 Blogs 5 Videos 4 Books 3 Tutorials 1 Contributing 1

Sub Categories

Image and Language 60 Semantic Segmentation 38 Other Topics 24 Low-Level Vision 22 Object Detection 21 Image Generation 12 ImageNet Classification 11 Framework 8 Understanding CNN 8 Applications 7 Object Tracking 7 Edge Detection 6 Visual Attention and Saliency 5 Object Recognition 2 Video Classification 2