Downloads · 30 days
7
27% of all-time downloads
nematode-unet-segmentation-512-frac0.5
mujerry/nematode-unet-segmentation-512-frac0.5
nematode-unet-segmentation-512-frac0.5 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 logs for experiment unetnematode512-run2026-06-2812-18sample50.
All-time downloads
26
Public
Parameters
24.5M
14.3 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.pt587 MB · 54%
At a glance
- License
- mit
- Model type
- UNet
- Access
- Public
- Created
- Jun 28, 2026
- Updated
- Jun 28, 2026
- SHA
- d01e3d91
Model card
From the Hugging Face model README
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
- Type
- UNet
- License
- mit
- Languages
- en
- Created
- Jun 28, 2026
- Updated
- Jun 28, 2026