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Get antenna to work locally on laptops for Panama trip #747
@vanessavmac agreed to test running a new model locally, wrap it in our FastAPI request/response schema, and add it to docker compose to use as a local processing service.
TODOs for Vanessa from Thursday Sync Up (Ready for Monday/Weekend)
run ml backends in separate compose stack
rename example --> minimal; custom --> example
Goal: a general framework/template for using the FastAPI request/response schema for any model provided by user inside ml backends
rename make_detections ? look closer at data companion
Pass bounding box into classifier; similar to ami data companion (detector --> detection responses with only bounding boxes; detection response --> classifier --> detection response with classifications)
Fix up README
Update the template to achieve our goal (basically ami-data-companion without all the dependencies; a basic framework with minimal dependencies)
Activity
mihow commentedon Mar 18, 2025
@vanessavmac agreed to test running a new model locally, wrap it in our FastAPI request/response schema, and add it to docker compose to use as a local processing service.
vanessavmac commentedon Mar 27, 2025
TODOs for Vanessa from Thursday Sync Up (Ready for Monday/Weekend)
Goal: a general framework/template for using the FastAPI request/response schema for any model provided by user inside ml backends
make_detections? look closer at data companion