- 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.