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missing_channel_prediction
flodel07/missing_channel_prediction
missing_channel_prediction is a machine learning model from flodel07. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
A U-Net model trained to reconstruct missing channels in multi-channel drone imagery.
Access
Public
Updated Oct 3, 2025
Repo size
376 MB
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1
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Repo makeup
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.pth373 MB · 99%
At a glance
- Access
- Public
- Created
- Oct 3, 2025
- Updated
- Oct 3, 2025
- SHA
- e132e7f5
Model card
From the Hugging Face model README
Channel Reconstruction U-Net
A U-Net model trained to reconstruct missing channels in multi-channel drone imagery.
Model Description
This model predicts missing spectral channels from available ones in 5-channel remote sensing images (224x224 patches).
Intended Use
- Reconstruct corrupted or missing drone image channels
- Fill gaps in multi-spectral data
- Evaluate spectral channel redundancy and relationships
- Created
- Oct 3, 2025
- Updated
- Oct 3, 2025