README.md

Unsupervised Segmentation

This pytorch code generates segmentation labels of an input image.

Asako Kanezaki. Unsupervised Image Segmentation by Backpropagation. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018. (pdf)

Note: The extended work has been accepted for publication in IEEE TIP! Please see the code.

Requirements

python3, pytorch, opencv2, scikit-image

Getting started

$ python demo.py --input images/101027.jpg