Code for the paper Reinforced Active Learning for Image Segmentation
The folder 'scripts' contains the different bash scripts that could be used to train the same models used in the paper, for both Camvid and Cityscapes datasets.
Camvid: https://github.com/alexgkendall/SegNet-Tutorial/tree/master/CamVid
Cityscapes: https://www.cityscapes-dataset.com/
To download the trained RALIS models for Camvid and Cityscapes (as well as the pretrained segmentation model on GTA and D_T subsets): https://drive.google.com/file/d/13C4e0bWw6SEjTAD7JdAfLGVz7p7Veeb9/view?usp=sharing
If you use this code, please cite:
@inproceedings{
Casanova2020Reinforced,
title={Reinforced active learning for image segmentation},
author={Arantxa Casanova and Pedro O. Pinheiro and Negar Rostamzadeh and Christopher J. Pal},
booktitle={International Conference on Learning Representations},
year={2020},
url={https://openreview.net/forum?id=SkgC6TNFvr}
}