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bridgemonitoring
rvandaele/bridgemonitoring
bridgemonitoring is a image segmentation model from rvandaele. Use it for the image segmentation task on the model card, and read the license before you ship it in a product. The card lists the license as cc-by-4.0.
Detects debris (debrismodel.pt) and water (watermodel.pt) accumulation on bridge camera images. Companion model to the bridgemonitoringtool project.
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Public
Updated Jul 3, 2026
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979 MB
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At a glance
- Task
- Image Segmentation
- License
- cc-by-4.0
- Access
- Public
- Created
- Jul 3, 2026
- Updated
- Jul 3, 2026
- SHA
- 2da17f13
Model card
From the Hugging Face model README
Bridge Debris Detection Model
Detects debris (debris_model.pt) and water (water_model.pt) accumulation on bridge camera images. Companion model to the bridgemonitoring_tool project.
Model Details
- Architecture: UNet (via segmentation_models_pytorch)
- Input: 256x256 RGB
- Output: binary segmentation mask
- Framework: PyTorch 2.6.0
- Training data: Trained on 160 (160 for the water segmentation model, 160 for the debris segmentation model) manually labeled camera images. Data is under consideration of publication.
Usage
See our bridgemonitoring_tool project.
- Task
- Image Segmentation
- License
- cc-by-4.0
- Languages
- en
- Created
- Jul 3, 2026
- Updated
- Jul 3, 2026