Ivan Panshin's repositories
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
mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
opti_models
PyTorch optimizations and benchmarking
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
retinanet-examples
Fast and accurate object detection with end-to-end GPU optimization