Use the artifact classfier.py file to use the artifact classifier feature. The artifact_classifier.h5 file is also present.
Use the metric.py file for using our phenotype preserving inpainting metric on your bioligical images.
Sharma, Vaibhav, and Artur Yakimovich. "Phenotype-preserving metric design for high-content image reconstruction by generative inpainting." In Emerging Topics in Artificial Intelligence (ETAI) 2023, vol. 12655, pp. 7-14. SPIE, 2023.
@inproceedings{sharma2023phenotype,
title={Phenotype-preserving metric design for high-content image reconstruction by generative inpainting},
author={Sharma, Vaibhav and Yakimovich, Artur},
booktitle={Emerging Topics in Artificial Intelligence (ETAI) 2023},
volume={12655},
pages={7--14},
year={2023},
organization={SPIE}
}