OvaLens Ecosystem
YOLOv8 Computer Vision & IoT
Automated duck egg candling and fertility sorting powered by a custom YOLOv8 model, camera exposure controls, a Python edge client, and ESP32 conveyor actuation.
Engineering decisions
- Problem
- Duck-egg candling needs consistent visual classification and coordination with the physical sorting mechanism.
- Decision
- Pair a custom YOLOv8 model and controlled camera exposure with a Python edge client and ESP32 conveyor actuation.
- Outcome
- One edge pipeline connects image classification directly to the conveyor sorting response.