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mujerry/nematode-unet-segmentation-256 · Pirate Face

mujerry/nematode-unet-segmentation-256

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

UNet Root & Nematode Semantic Segmentation Model

This repository contains weights, performance curves, and hyperparameter logs for experiment unet-nematode-256_run_2026-06-27_18-49.

Model Summary

Architecture Type: UNet (SMP wrapper)
Backbone Encoder: resnet34
Pretrained Weights: imagenet
Input Channels: 3
Number of Classes: 3 (0: background, 1: damage, 2: root)
Training Resolution: 256x256
Loss Optimizer configuration: CrossEntropy

Metrics Curves

Below are the training performance plots generated for this run:

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Model size: 1.1 GB
Downloads · last month: 7
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