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mujerry/nematode-deeplabv3plus-512-segmentation

sourceHugging Facemitupdated 3mo agoView on Hugging Face

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Model Card

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: [image]