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Description
Clean up code base
- Merge all branches into one (then into main)
- Extract functions and make modular
Training debugging
- Sanity check for loss functions -> overfit on one training image
Architecture changes
- (Optional) Try a smaller model without downscaling -> compression loses too much information
- Change regularized loss
- log scale
- remove/ make weaker: mask decay
- "completely" rethink extreme cases and tune loss regularizations.
- SSIM loss??? (for occlusion?)
- Change Unet branches final activations (see last meeting notes)
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