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MALIS segmentation loss function

Project description

# MALIS

#### Installation
- pip install malis

#### 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

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