Add a tutorial demonstrating 2D image restoration using the MONAI Restormer model. #1987
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Introduce a tutorial demonstrating 2D image restoration using the MONAI Restormer model. This notebook covers setting up the environment, loading data, initializing a small Restormer model configuration, training with SSIMLoss, and visualizing the restoration results on noisy images.
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DCO Remediation Commit for Cano-Muniz, Santiago <[email protected]> I, Cano-Muniz, Santiago <[email protected]>, hereby add my Signed-off-by to this commit: 3dda461 I, Cano-Muniz, Santiago <[email protected]>, hereby add my Signed-off-by to this commit: 4f72fb2 I, Cano-Muniz, Santiago <[email protected]>, hereby add my Signed-off-by to this commit: 1296d58 Signed-off-by: Cano-Muniz, Santiago <[email protected]>
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ericspod
reviewed
May 7, 2025
- Refer to original paper - Install MONAI from weekly - Rename movig/fixed had to noisy/original hand Signed-off-by: Cano-Muniz, Santiago <[email protected]>
- Change all moving, movig_hand and so on for noisy for clearer text. - Run ./runner.sh --autofix -t 2d_regression/image_restoration.ipynb Signed-off-by: Cano-Muniz, Santiago <[email protected]>
Signed-off-by: Cano-Muniz, Santiago <[email protected]>
Signed-off-by: Cano-Muniz, Santiago <[email protected]>
ericspod
approved these changes
May 22, 2025
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Add a tutorial demonstrating 2D image restoration using the MONAI Restormer model.
Fixes: Completes issue from main MONAI repo: #8261
None
Description
This notebook covers setting up the environment, loading data, initializing a small Restormer model configuration, training a small-scale demonstrative example with the Restorme,r and visualizing the restoration results on noisy images.
Checks
./figurefolder./runner.sh -t <path to .ipynb file>