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} }