Corm Fusarium Segformer B3 Finetuned Ade 512 512

--- language: en license: mit tags: - semantic-segmentation - pytorch - transformers - segformer - agricultural-cv model-index: - name: segformer_run_b3-finetuned-ade-512-512_2026-06-27_06-15 results: - task: type: semantic-segmentation name: Corm Segmentation metrics: - type: mean_iou value: 0.940162860050675 name: Best Val Mean IoU - type: damage_iou value: 0.8552048758854878 name: Best Val Damage-Class IoU - type: corm_iou value: 0.9671757749162696 name: Best Val Corm-Class IoU --- # Segformer Corm & Damage Segmentation Model This repository contains weights and comprehensive logs for experiment `segformer_run_b3-finetuned-ade-512-512_2026-06-27_06-15`. ## Model Summary - **Architecture Type:** Segformer (`nvidia/segformer-b3-finetuned-ade-512-512`) - **Input Channels:** RGB - **Classes:** - Class 0: Background - Class 1: Damage - Class 2: Corm ## Best Metric Deliverables - **Validation Mean IoU:** `0.940162860050675` - **Validation Damage IoU:** `0.8552048758854878` - **Validation Corm IoU:** `0.9671757749162696` ## Metric Curves Below are the training performance plots generated for this run: