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Change Detection Review ⭐ 352

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

Unsupervised Video ⭐ 223

[CVPR 2017] Unsupervised deep learning using unlabelled videos on the web

Pixelnet ⭐ 188

The repository contains source code and models to use PixelNet architecture used for various pixel-level tasks. More details can be accessed at <http://www.cs.cmu.edu/~aayushb/pixelNet/>.

Hidden Two Stream ⭐ 168

Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"

Splitbrainauto ⭐ 128

Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction. In CVPR, 2017.

Jigsawpuzzlesolver ⭐ 41

Guidednet ⭐ 25

Caffe implementation for "Guided Optical Flow Learning"

Similarity Adaptive Deep Hashing ⭐ 16

Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization (TPAMI2018)

Unsupervised ⭐ 6

Unsupervised learning from videos using temporal coherency deep networks

Label Free Network Compression ⭐ 6

Caffe implementation of "Learning Compression from Limited Unlabeled Data" (ECCV2018).

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