UNet Corm & Damage Semantic Segmentation Model (Ablation: 50.0%)
This repository contains logs for experiment unet_nematode_512-run_2026-06-28_12-18_sample_50.
Model Summary
- Architecture Type: UNet (SMP wrapper)
- Backbone Encoder:
resnet34 - Training Resolution:
512x512 - Loss Optimizer configuration:
CrossEntropy - Dataset Sample Fraction:
50.0%
Metrics Curves
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Evaluation results
- Best Val Mean IoUself-reported0.879
- Best Val Damage-Class IoUself-reported0.750
- Best Val Root-Class IoUself-reported0.890