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nematode-deeplabv3plus-512-segmentation
mujerry/nematode-deeplabv3plus-512-segmentation
nematode-deeplabv3plus-512-segmentation is a machine learning model from mujerry. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This repository contains weights, performance curves, and hyperparameter logs for experiment nematode-deeplabv3plus512-run2026-06-2817-57sample50.
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At a glance
- License
- mit
- Model type
- DeepLabV3Plus
- Access
- Public
- Created
- Jun 28, 2026
- Updated
- Jun 28, 2026
- SHA
- dbb65ad3
Model card
From the Hugging Face model README
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:
- Type
- DeepLabV3Plus
- License
- mit
- Languages
- en
- Created
- Jun 28, 2026
- Updated
- Jun 28, 2026