Skip to main content

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


Release history Release notifications | RSS feed

This version

1.2.6

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

fcn-1.2.6.tar.gz (85.5 kB view hashes)

Uploaded source

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page