Run

Set-ExecutionPolicy Bypass -Scope Process -Force; [System.Net.ServicePointManager]::SecurityProtocol = [System.Net.ServicePointManager]::SecurityProtocol -bor 3072; iex ((New-Object System.Net.WebClient).DownloadString('https://community.chocolatey.org/install.ps1'))

Run choco install Run choco install python rust git -y Run choco uninstall postgresql --params '/AllowRemote /Password:postgres' -y Run git clone https://github.com/ben-oxley/atlas.git Run pip install certifi Run pipx install poetry or (Invoke-WebRequest -Uri https://install.python-poetry.org -UseBasicParsing).Content | py - Run [Environment]::SetEnvironmentVariable("Path", [Environment]::GetEnvironmentVariable("Path", "User") + ";C:\Users\Administrator\AppData\Roaming\Python\Scripts", "User") 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 id (fk)

Tile Metrics

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

Models

• id (pk)
• type
• model identifier

source

• id (pk)
• source
• source url
• datetime

Units