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: