Fix dataset setup issues and add dataset generation script for Super Resolution module #136
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…ess for super-resolution project
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Summary
This PR improves usability, reproducibility, and robustness of the Super Resolution module by addressing dataset setup issues and a data loading bug.
Changes Made
1️⃣ Dataset Generation Script Added
• Introduced
generate_dataset.py• Automatically generates HR–LR image pairs
• Removes need for manual preprocessing
• Prevents FileNotFoundError during training
2️⃣ README Improved
• Added clear dataset setup instructions
• Documented directory structure
• Explained how to run dataset generation
• Reduced onboarding friction for new contributors
Impact
✔ Module can now be set up without hidden steps
✔ Pipeline becomes reproducible
✔ New contributors can run experiments easily
✔ Prevents runtime crashes
Testing
• Verified dataset generation script runs successfully
• Confirmed no FileNotFoundError after dataset setup
• Tested get_data_diff.py on small datasets without errors
Type of Contribution
Closes: #135