MALIS structured loss function for supervised learning of segmentation and clustering
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malis
.gitignore
MANIFEST.in
README.md
make.sh
requirements.txt
setup.py

README.md

MALIS

Installation

  • pip install malis
  • build from source: ./make.sh

Structured loss function for supervised learning of segmentation and clustering

Python and MATLAB wrapper for C++ functions for computing the MALIS loss

The MALIS loss is described here:

SC Turaga, KL Briggman, M Helmstaedter, W Denk, HS Seung (2009). Maximin learning of image segmentation. Advances in Neural Information Processing Systems (NIPS) 2009.

http://papers.nips.cc/paper/3887-maximin-affinity-learning-of-image-segmentation