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corm-fusarium-segformer-b2-finetuned-ade-512-512

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SegformerForSemanticSegmentation
semantic-segmentation
segformer
agricultural-cv
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Segformer Corm & Damage Segmentation Model

This repository contains weights and comprehensive logs for experiment segformer_run_b2-finetuned-ade-512-512_2026-06-26_22-50.

Model Summary

  • Architecture Type: Segformer (nvidia/segformer-b2-finetuned-ade-512-512)
  • Input Channels: RGB
  • Classes: - Class 0: Background
    • Class 1: Damage
    • Class 2: Corm

Best Metric Deliverables

  • Validation Mean IoU: 0.9398790265186071
  • Validation Damage IoU: 0.8546211996100388
  • Validation Corm IoU: 0.9669177430065843

Metric Curves

Below are the training performance plots generated for this run: Performance Curves

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Evaluation results