mujerry/nematode-unet-segmentation-512-frac0.5

Source: 🤗mit24M params1.1 GBsafetensors✓ 19 checksumsupdated 136d ago

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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Model size: 1.1 GB
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