/caffe

Caffe: a fast open framework for deep learning.

Primary LanguageC++OtherNOASSERTION

Caffe

A customized caffe. Installation is the same as BVLC/caffe installation

Base caffe version:

BVLC/caffe v1.0 https://github.com/BVLC/caffe/tree/1.0

Additional Components

Check on each public repository for documentation on additional layers and fearures.

1. Caffe layers from Lifted Structured Feature Embedding

From: https://github.com/rksltnl/Deep-Metric-Learning-CVPR16.git

Layers added:

  • lifted_struct_similarity_softmax_layer

File change:

  • src/caffe/proto/caffe.proto

2. Caffe layers from Hard-Aware-Deeply-Cascaded-Embedding

From: https://github.com/PkuRainBow/Hard-Aware-Deeply-Cascaded-Embedding_release.git

Layers added:

  • normalization_layer
  • pair_fast_loss_layer

File change:

  • src/caffe/proto/caffe.proto

3. Caffe with real-time data augmentation

From: https://github.com/kevinlin311tw/caffe-augmentation.git

Main changes:

  • src/caffe/data_transformer.cpp
  • src/caffe/proto/caffe.proto