Our company participates as a consortium member in the project titled 'Automated Detection of Cancer Cells in Cytological Smears.' The aim of the project is to create a Deep Learning-based image diagnostic system that covers the entire process of examining cytological smears, from digitizing the smears to processing the digitized images and analyzing the digitized smear samples, in order to determine the likelihood of the sample containing cancer cells.