DeepLabV3+ Corm & Damage Semantic Segmentation Model (Ablation: 70.0%)
This repository contains weights, performance curves, and hyperparameter logs for experiment nematode-deeplabv3plus_512-run_2026-06-28_17-57_sample_50.
Model Summary
- Architecture Type: DeepLabV3+ (SMP wrapper)
- Backbone Encoder:
resnet34 - Training Resolution:
512x512 - Loss Optimizer configuration:
CrossEntropy - Dataset Sample Fraction:
70.0%
Metrics Curves
Below are the training performance plots generated for this run:
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Evaluation results
- Best Val Mean IoUself-reported0.874
- Best Val Damage-Class IoUself-reported0.738
- Best Val Root-Class IoUself-reported0.886