Run poetry install then poetry run python .\atlas\image-collection-pipeline.py

Interesting sources: Sentinel 2 COGs https://registry.opendata.aws/sentinel-2-l2a-cogs/ Sentinel 2 https://registry.opendata.aws/sentinel-2/ AI Challenges for satellite data https://spacenet.ai/datasets/ Maxar open data https://registry.opendata.aws/maxar-open-data/

Running postgres

docker run -p 5432:5432 --name some-postgis -e POSTGRES_PASSWORD=mysecretpassword -d postgis/postgis

Data Schema

Metrics

Tile

• id (pk)
• zoom
• x
• y
• datetime
• source
• source url

Tile Metrics

• id (pk)
• tile (fk)
• metric (Boats, trees, houses)
• model
• value
• confidence
• unit (e.g. count, percentage )

Models

• id (pk)
• type
• model identifier

Units