Setup Instructions

1. Activate conda environment (Note this repo uses Python 3.8.13)
2. Install requirements using pip install -r requirements.txt
3. Go to src directory: cd src
4. Run code (NOTE: make sure to update the global variables to reflect correct filepaths):
   • python 00_filter_csv.py
   • python 01_download_hls.py

Structure of Files

• <OUT_DIR>
  • |--<site_id>
    • |--date
      • |--<band1.tiff>
      • |--<band2.tiff>
      • .
      • .
      • |--<bandn.tiff>

For running water masking

Source: https://github.com/isikdogan/deepwatermap

1. Download trained model here
   • place the two cp.* files in the checkpoints directory
2. Makes sure all required packages are installed: pip install -r requirements.txt
3. Go to src directory: cd src
4. Run:
   • python water_mask.py