matthieudelaro / caffe

Caffe fork with unpool layers, deconvolution layers, locally connected layers, and a custom layer called TweakFeaturesLayer.

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Old version of Caffe

Use https://github.com/matthieudelaro/caffeBVLCplus instead, which has been updated from Caffe master in April 2016.

Fork of Caffe

This is a fork used for image reconstruction. 0. Locally Connected Layers: downgraded from pull request BVLC/caffe#3068 0. Unpool Layers, Deconvolution Layer : forked from https://github.com/HyeonwooNoh/caffe (based on original version of Caffe from January 2, 2015), which supports following architectures: 0. Deconvolution Network: Learning Deconvolution Network for Semantic Segmentation Hyeonwoo Noh, Seunghoon Hong, Bohyung Han [http://arxiv.org/abs/1505.04366] 0. Decoupled Network: Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation Seunghoon Hong, Hyeonwoo Noh, Bohyung Han [http://arxiv.org/abs/1506.04924]

Caffe

Caffe is a deep learning framework made with expression, speed, and modularity in mind. It is developed by the Berkeley Vision and Learning Center (BVLC) and community contributors.

Check out the project site for all the details like

and step-by-step examples.

Join the chat at https://gitter.im/BVLC/caffe

Please join the caffe-users group or gitter chat to ask questions and talk about methods and models. Framework development discussions and thorough bug reports are collected on Issues.

Happy brewing!

License and Citation

Caffe is released under the BSD 2-Clause license. The BVLC reference models are released for unrestricted use.

Please cite Caffe in your publications if it helps your research:

@article{jia2014caffe,
  Author = {Jia, Yangqing and Shelhamer, Evan and Donahue, Jeff and Karayev, Sergey and Long, Jonathan and Girshick, Ross and Guadarrama, Sergio and Darrell, Trevor},
  Journal = {arXiv preprint arXiv:1408.5093},
  Title = {Caffe: Convolutional Architecture for Fast Feature Embedding},
  Year = {2014}
}

About

Caffe fork with unpool layers, deconvolution layers, locally connected layers, and a custom layer called TweakFeaturesLayer.

License:Other


Languages

Language:C++ 82.2%Language:Python 8.2%Language:Cuda 5.2%Language:CMake 1.5%Language:Protocol Buffer 1.4%Language:Makefile 0.7%Language:MATLAB 0.5%Language:Shell 0.4%