BVLC/caffe — pull request #307 by moskewcz (2014-04-08 19:33:56+00:00)
Title: DenseNet feature pyramid computation

## DenseNet PR current state / TODOs (for discussion)

### explanatory tech report:
[DenseNet: Implementing Efficient ConvNet Descriptor Pyramids](http://arxiv.org/abs/1404.1869)
Forrest Iandola, Matt Moskewicz, Sergey Karayev, Ross Girshick, Trevor Darrell, and Kurt Keutzer

### additional integration notes (see main notes below inlined from the DENSENET_MERGE_TODO file)
- last rebase was a while ago now; there were some delays getting our tech report polished up
- in the mean time, some work on replacements for the GPL'd code is in progress; see:
- BLF: https://github.com/moskewcz/boda/blob/master/src/blf_pack.cc
- CNN padding/support/sizes calcs: https://github.com/moskewcz/boda/blob/master/src/conv_util.cc
- hosting repo / framework: https://github.com/moskewcz/boda/

### inlined from: DENSENET_MERGE_TODO
list of the issues blocking the merge of the DenseNet feature branch:

- critical
- replacement of GPL'd code (including removal from history)
- update build process / Makefile to match current practice
- tests
- trivial: remove DenseNet README.md header
- trivial: remove this todo file

- unclear neccessity, semantics, and/or priority
- general cleanup of commit sequence (probably mostly squashing)
- input interface changes (i.e. jpeg filname as input -> ?)
- output interface changes (?, but probably something: image support size, multiple layer output, alignment, etc.)
- if still reading image files after any iface changes and removal of GPL code, use XX instead of YY