| set -e | |
| echo "1. Aligning and stacking downloaded bands to 10m resolution..." | |
| python3 preprocess/align_and_stack.py | |
| echo "2. Extracting 128x128 patches..." | |
| python3 preprocess/slice_patches.py | |
| echo "3. Splitting patches into train/val sets..." | |
| python3 preprocess/split_patches.py | |
| echo "4. Computing normalization statistics for the new patches..." | |
| python3 compute_norm_stats.py dataset/patches_10m/train/features | |
| echo "Done! The new dataset is ready in dataset/patches_10m/" | |
| echo "You can train using:" | |
| echo "DATA_DIR=dataset/patches_10m BANDS=all RUN_NAME=retrain_28bands python3 train.py" | |