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fix: resolve dataset setup issues in Super Resolution pipeline (Issue #135)#158

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gaurav712-gujjar wants to merge 1 commit intoML4SCI:mainfrom
gaurav712-gujjar:fix/issue-135-super-resolution-dataset
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fix: resolve dataset setup issues in Super Resolution pipeline (Issue #135)#158
gaurav712-gujjar wants to merge 1 commit intoML4SCI:mainfrom
gaurav712-gujjar:fix/issue-135-super-resolution-dataset

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Fixes #135

Changes Made

  • generate_dataset.py (new): Script to generate HR/LR pairs from raw .npy files
  • get_data_diff.py (patched): Fixed IndexError and FileNotFoundError bugs
  • README.md (updated): Step-by-step dataset setup instructions

How to Test

  1. Run: python generate_dataset.py --input_dir raw/ --output_dir dataset/
  2. Run: python get_data_diff.py dataset/train
  3. Should print LR and HR batch shapes without errors

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Dataset setup is unclear and causes errors when running Super Resolution pipeline

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