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with-keras
with-tiny-dnn
.hgignore
.travis.yml
COPYING
Makefile
README.md
architecture.json
evaluate.sh
flower.cpp
obtain-data.sh
repoint
repoint-lock.json
repoint-project.json
repoint.bat
repoint.ps1
repoint.sml
weights.cpp
weights.h5
weights.hpp

README.md

mini-cpp-convnet

A small program to run (but not train) a convolutional network for image classification, to accompany the blog post What does a convolutional neural net actually do when you run it?

The interesting code is in flower.cpp.

$ make
$ ./obtain-data.sh
$ ./flower ./data/test/sunflowers/9783416751_b2a03920f7_n.png 
Classification took 0.0849622 sec
sunflowers: 99.9181%
dandelion: 0.0560829%
tulips: 0.0258057%
daisy: 1.06907e-05%
roses: 2.91274e-06%

Build Status

Code by Chris Cannam, copyright Queen Mary University of London. Published under MIT/X11 licence, see the file COPYING for details.