🎒 Visual AI in Agriculture Webinar
· One min read
We attended a Webinar on agriculture, mostly showcasing voxel51 AI tool use with agriculture projects
https://www.youtube.com/@voxel51
Pest dataset
- 102 classes
- hierarchical taxonomy https://github.com/xpwu95/IP102
https://precision-sustainable-ag.atlassian.net/wiki/spaces/IR2/overview https://www.precisionsustainableag.org/agimagerepo
Class distribution
Yifan Wu on Sweet Potatoes AI analytics
QR tag (track/trace) tracking
1st gen system - PC 2nd gen system
- desktop motherboard with GPU
- rgb cam -> mask rcnn
- polirarization cam
- skin blemishes
- LED
- water resistance
Keeping everything on the edge
- data privacy
- remote location, poor internet -> reduces delay, no data lost
Cheaper and more compact system:
- all in one
- RTX3050 ~ 4gb DDR
- instance segmentation
- raspberry pi -> global shutter camera, magnetic halt sensor with converyor belt
Dashboard:
