Count bees coming in/out
| goal / problem solved | 👁️Observability of bee colony |
|---|---|
| Status | Groomed |
| billing plan | 4-entrance-counter |
| verticality | vertical |
| Date | |
| Priority | 18 |
| Tasks | Integrate bee counting on the edge |
| estimate | 5 |
| impact = priority % | 90 |
| Tags | IoTMLbackend |
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
- Use existing https://github.com/Gratheon/models-gate-tracker CNN based model
Related inspiration topics