MALIS segmentation loss function
Project description
# 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
#### 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
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