Detecting aircraft from aerial imagery on the edge

https://blog.min.io/object-detection-minio-yolo/

by replicantrose • 3 years ago

5 4 3 years ago

blog.min.io

replicantrose2• 3 years ago

A simple formula for custom object detection (YOLOv8) on the edge (i.e. drones) with MinIO as a data layer.

tamimio• 3 years ago

Any details about the minimum/maximum altitude for this to work?

replicantrose2• 3 years ago

In terms of the detection model, I trained it on a dataset of fairly clear satellite imagery, so it should work even on aircraft at their normal cruising altitudes. For off-the-shelf-drone altitudes, a slightly different dataset may have to be used (I'm thinking normal photographs of aircraft types might do the trick).

All the other stuff, like the onboard deployment of MinIO and an onboard inference server should work regardless of the altitude -- it becomes a question of the hardware involved at that point.

scktt• 3 years ago

they should probably take the logo for cvat back to the drawing board

Detecting aircraft from aerial imagery on the edge

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