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corm-fusarium-unet-segmentation
mujerry/corm-fusarium-unet-segmentation
corm-fusarium-unet-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 the weights, performance logs, and hyperparameters for experiment unetrun2026-06-2313-16.
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At a glance
- License
- mit
- Model type
- UNet
- Access
- Public
- Created
- Jun 22, 2026
- Updated
- Jun 23, 2026
- SHA
- e1b24c5f
Model card
From the Hugging Face model README
UNet Corm & Damage Semantic Segmentation Model
This repository contains the weights, performance logs, and hyperparameters for experiment unet_run_2026-06-23_13-16.
Model Hyperparameters
- Architecture Type: UNet (SMP wrapper)
- Backbone Encoder:
UNet - Pretrained Weights:
imagenet - Input Channels: 3
- Number of Classes: 3 (0: background, 1: damage, 2: root)
- Training Resolution:
256x256
Training Configurations
- Batch Size: 8
- Optimizers / Lr: AdamW / 0.0001
- Maximum Epochs: 200
- Seed Configuration: 42
Metrics Curves
Below are the training performance plots generated for this run:
- Type
- UNet
- License
- mit
- Languages
- en
- Created
- Jun 22, 2026
- Updated
- Jun 23, 2026