Ivan Panshin

SupCon-Framework. Implementation of Supervised Contrastive Learning with AMP, EMA, SWA, and many other tricks

flask_gunicorn_nginx_docker. Template for deploying ML models using Flask + Gunicorn + Nginx inside Docker

hist_cancer. Histopathologic Cancer Detection model based on Kaggle Challenge https://www.kaggle.com/c/histopathologic-cancer-detection (top 1%)

segment-vasculature-5th-place. 3D segmentation of blood vessels based on Hierarchical Phase-Contrast Tomography (HiP-CT)

VinBigData_MMDetection. Part of the final solution for 2nd place in kaggle.com/c/vinbigdata-chest-xray-abnormalities-detection

malawi_1st_place. Jupyter Notebook

field_area_segmentation. Python