📈 Count bees coming in and out - on the edge
This task is one of the main features of the Entrance Observer product
Goal
We want to efficiently do inferencing on the device
- track bees
- count how many have gone in and out
- calculate how many bees did not return per day (bee loss)
Out of scope
- detect Robbing behaviour alert based on bee counter based on amount of incoming bees > outgoing
- detect bees with pollen
- detect wasps
- detect hornets - Hornet attack detection
AC
- Own edge device with GPU
- Device should be able to detect bees coming in/out of hive
- Device should send results to web-app Telemetry API
Suggested solutions
- Yolo v8 https://docs.ultralytics.com/guides/object-counting/
- Use existing https://github.com/Gratheon/models-gate-tracker CNN based model