metadata
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:
