File size: 606 Bytes
820fab0 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 | #!/bin/bash
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"
|