phasheen/projects/wht-05

phasheen/projects/WHT-05

GWFSS 2025: wheat field semantic segmentation

A toolkit for the Global Wheat Full Semantic Segmentation challenge: SegFormer and timm backbones, MAE-style pretraining, sweeps and a submission pipeline.

What it is

An end-to-end toolkit for segmenting wheat field images into organ classes, built for the GWFSS 2025 challenge.

Inside

  • SegFormer and timm backbones behind one training interface
  • MAE-style self-supervised pretraining on unlabelled field images
  • Hyperparameter sweeps and a reproducible submission pipeline