Spatial Transformer Networks

[joyhuang9473]

Spatial Transformer Networks

• Author: Max Jaderberg, Karen Simonyan, Andrew Zisserman, Koray Kavukcuoglu
• Origin: http://www.gitxiv.com/posts/5WTXTLuEA4Hd8W84G/spatial-transformer-networks
• Related:
  • https://arxiv.org/abs/1506.02025
  • Implementation for Spatial Transformer Network for Caffe
  • Update + whole caffe
  • Zehaos/TFSTN(TF API 1.0) https://github.com/Zehaos/TFSTN
  • Tensorflow Implementation of Spatial Transformer Networks

[joyhuang9473]

Implementation for Local Layer for Caffe

https://github.com/matthieudelaro/caffeBVLCplus/commit/7b6c1b4f9dbd003bfc019f58721e6f7be1e3da44

[joyhuang9473]

https://github.com/Lasagne/Recipes/blob/master/examples/spatial_transformer_network.ipynb

https://github.com/skaae/transformer_network

[joyhuang9473]

Implementing spatial transformer layer https://github.com/BVLC/caffe/issues/3114

[joyhuang9473]

Modules for spatial transformer networks

• torch: https://github.com/qassemoquab/stnbhwd
• pytorch: https://github.com/fxia22/stn.pytorch

[joyhuang9473]

Supervised learning, unsupervised learning with Spatial Transformer Networks tutorial in Caffe and Tensorflow : improve document classification and character reading

http://christopher5106.github.io/big/data/2016/04/18/spatial-transformer-layers-caffe-tensorflow.html

[joyhuang9473]

Implement Spatial Transformer Networks with TPS transformation by Caffe https://github.com/JohnYC1995/Caffe-TPS-Spatial-Transform-Related

[joyhuang9473]

Pure Tensorflow Implementation of Spatial Transformer Networks. TF API 1.0. Good visualization. Easy to be intergrated. https://github.com/Zehaos/TFSTN

[mamunir]

Any resource of spatial transformer network in py faster rcnn is appreciated. Thanks