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ldwcnet-brain-mri-model
Shanmuk4622/ldwcnet-brain-mri-model
ldwcnet-brain-mri-model is a machine learning model from Shanmuk4622. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Learnable DWT → SE Block → Residual CNN → Classifier
Access
Public
Updated May 7, 2026
Repo size
265 MB
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At a glance
- Access
- Public
- Created
- May 5, 2026
- Updated
- May 7, 2026
- SHA
- d2818149
Model card
From the Hugging Face model README
LDW-CNet: Learnable Discrete Wavelet CNN for Brain MRI Classification
Results
| Model | Accuracy | Macro F1 | Macro AUC |
|---|---|---|---|
| PlainCNN | 59.14% | 0.5265 | 0.8142 |
| FixedDWT_CNN | 67.77% | 0.6312 | 0.8481 |
| LearnDWT_NoLwc | 60.15% | 0.5565 | 0.8356 |
| LearnDWT_SE_NoLwc | 64.97% | 0.5924 | 0.8392 |
| LDWCNet_Full | 68.02% | 0.6324 | 0.8674 |
Architecture
Learnable DWT → SE Block → Residual CNN → Classifier
Paper
LDW-CNet: A Learnable Discrete Wavelet Transform based Residual CNN
- Created
- May 5, 2026
- Updated
- May 7, 2026