fcn 1.3.0

Fully Convolutional Networks

This is Chainer implementation of fcn.berkeleyvision.org.

Features

• Provide FCN8s model for Chainer. [v1.0.0]

• Copy caffemodel to chainermodel. [v1.0.0]

• Forwarding with Chainer for pascal dataset. [v1.0.0]

• Training with Chainer for pascal dataset. [not yet]

• Training for APC2015 dataset. [not yet]

Installation

git clone https://github.com/wkentaro/fcn.git
cd fcn

python setup.py install

You need to download pascal VOC2012 dataset from here, and install it as below construction:

- fcn - data - pascal - VOC2012 -- JPEGImages
                                 - SegmentationClass
                                 - ...

Usage

# This downloads caffemodel and convert it to chainermodel
./scripts/caffe_to_chainermodel.py

# forwarding of the networks
./scripts/fcn_forward.py --img-files data/pascal/VOC2012/JPEGImages/2007_000129.jpg

Original Image: http://host.robots.ox.ac.uk/pascal/VOC/voc2012/

License

Copyright (C) 2016 Kentaro Wada

Released under the MIT license

http://opensource.org/licenses/mit-license.php