Deep Vision

Collection 11.1k stars GitHub

Papers

Object Detection
Object Tracking
Other Applications
Semantic Segmentation
Understanding CNN
Image Captioning
Video Captioning
Question Answering
Image Generation
Other Topics

Software

Applications
Framework

Tutorials

Papers

Object Detection

PVANET 651 (archived)

C Code 26.4k updated 1y ago

Tensorflow Code 6.2k updated 2y ago

Code 1.2k updated 9y ago

Code

(from Shaoqing Ren, Kaiming He, Ross Girshick, Jian Sun, Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks, arXiv:1506.01497.)

Object Tracking

Code 201 updated 7y ago

Code 131 updated 9y ago

Code 474 updated 6y ago

Other Applications

Colorful Image Colorization 3.5k updated 2y ago

Richard Zhang, Phillip Isola, Alexei A. Efros, ECCV, 2016 [[Paper]](http://arxiv.org/pdf/1603.08511.pdf), [[Code]](https://github.com/richzhang/colorization)

Feature Learning by Inpainting 904 updated 5y ago

[[Paper]](https://arxiv.org/pdf/1604.07379v1.pdf)[[Code]](https://github.com/pathak22/context-encoder)

Semantic Segmentation

SEC: Seed, Expand and Constrain 247 updated 8y ago

Alexander Kolesnikov, Christoph Lampert, Seed, Expand and Constrain: Three Principles for Weakly-Supervised Image Segmentation, ECCV, 2016. [[Paper]](http://pub.ist.ac.at/~akolesnikov/files/ECCV2016/main.pdf) [[Code]](https://github.com/kolesman/SEC)

Understanding CNN

Visualizing and Understanding Convolutional Networks

Matthrew Zeiler, Rob Fergus, Visualizing and Understanding Convolutional Networks, ECCV, 2014.

Aäron van den Oord, Nal Kalchbrenner, Oriol Vinyals, Lasse Espeholt, Alex Graves, Koray Kavukcuoglu. "Conditional Image Generation with PixelCNN Decoders"[[Paper]](https://arxiv.org/pdf/1606.05328v2.pdf)

Generative Visual Manipulation on the Natural Image Manifold 4.0k updated 5y ago

Jun-Yan Zhu, Philipp Krahenbuhl, Eli Shechtman, and Alexei A. Efros, "Generative Visual Manipulation on the Natural Image Manifold", ECCV 2016. [Paper] [Video]