Full Disk Detection API

[edoardolegnaro]

Added detection API.
Modified Dockerfile to account for opencv dependency of YOLO.

Example of usage:

curl -X 'POST' \ 'http://127.0.0.1:8000/arcnet/full_disk_detection' \ -H 'accept: application/json' \ -H 'Content-Type: application/json' \ -d '{ "time": "2025-04-01T12:00:00+00:00" }'

[{"time":"2025-04-01T12:00:30.200000","bbox":{"bottom_left":{"latitude":-20.203333693972063,"longitude":-67.69541256042584},"top_right":{"latitude":-10.056992026483698,"longitude":-24.042161594625497}},"hale_class":"Beta-Gamma","confidence":0.9037618637084961},{"time":"2025-04-01T12:00:30.200000","bbox":{"bottom_left":{"latitude":16.039458660726346,"longitude":2.346035411738709},"top_right":{"latitude":25.696572601435832,"longitude":20.370414632674514}},"hale_class":"Beta","confidence":0.9016443490982056},{"time":"2025-04-01T12:00:30.200000","bbox":{"bottom_left":{"latitude":-21.6460607619992,"longitude":49.051393204524814},"top_right":{"latitude":-5.766099082231392,"longitude":71.31379851687643}},"hale_class":"Beta","confidence":0.8721749186515808},{"time":"2025-04-01T12:00:30.200000","bbox":{"bottom_left":{"latitude":5.198161486627498,"longitude":17.69236193360928},"top_right":{"latitude":24.475982071740567,"longitude":53.496076940079035}},"hale_class":"Beta","confidence":0.823497474193573},{"time":"2025-04-01T12:00:30.200000","bbox":{"bottom_left":{"latitude":0.11430450005995421,"longitude":-40.23106316977737},"top_right":{"latitude":10.676385774014449,"longitude":-16.75888750030481}},"hale_class":"Beta-Gamma","confidence":0.7561596035957336},{"time":"2025-04-01T12:00:30.200000","bbox":{"bottom_left":{"latitude":-33.197363915437265,"longitude":-33.42006113180207},"top_right":{"latitude":-25.53109722711417,"longitude":-11.357358346851925}},"hale_class":"Beta","confidence":0.6935678720474243},{"time":"2025-04-01T12:00:30.200000","bbox":{"bottom_left":{"latitude":-21.25355677596261,"longitude":-22.000078921658712},"top_right":{"latitude":-7.562138411684868,"longitude":-1.995461159045874}},"hale_class":"Beta","confidence":0.6738229990005493}]

For visualisation, this is the plot of the boxes:

and the result is in line with solarmonitor:

(there is a small alpha AR which is not detected but putted inside the beta one with 0.67 confidede)