Self-Supervised Learning in PyTorch

This repository implemented SupCon in pytorch.

#1 Open-Source Solution (Private LB ARI=0.31974) for AnimalCLEF26 @ CVPR & CLEF 2026 Kaggle Competition. Top 1 private-LB score among all open-source solutions published during competition. Without using WildlifeReID-10k (26.76GB). Foundation Model Ensemble + SupCon Projection.

M.Sc. thesis: contrastive learning for pixelwise segmentation — DINOv2 + SupCon | Grade 1.6

SUPCON DCS 流程图 (.pic / SDFF) 与工程点表 (Tags.mdb) 解析器 — 逆向所得格式规格 + 纯 stdlib 实现