material-seg

Introduction

Predicts material segmentations for photographs. See http://opensurfaces.cs.cornell.edu/publications/minc/ for a description of the method.

Example

wget 'http://labelmaterial.s3.amazonaws.com/photos/2012/12/26/favarojr_6678709857.jpg' -O images/1189.jpg
./demo.py images/1189.jpg

Installation

Tested configuration: Ubuntu 14.04.5 64-bit, GTX TITAN X (driver version 375.26), Python 2.7.6 (package versions in requirements.txt), Caffe rev 86d451e96bda76878f81e6db426c651a440fa9ae.

Acknowledgments

DenseCRF by Philipp Krähenbühl, Python wrapper by Sean Bell.