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Fully Convolutional Networks

Project description

https://travis-ci.org/wkentaro/fcn.svg?branch=master

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
https://raw.githubusercontent.com/wkentaro/fcn/master/_images/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

Project details


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This version

1.2.9

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