Field Inspector

Measure every seed with a phone camera, in the field instead of at a bench.

Computer visionMobileOffline-first

Problem: Seed length, width and grade were measured with calipers and typed into Excel. Measuring happened at a desk, took minutes per tray, and field photos, notes and lab sheets lived apart.
Approach: A phone-native inspector app: calibrated capture with LiDAR or an ArUco marker, an ROI overlay, on-device segmentation, per-seed metadata with GPS, an offline-first sync queue and CSV export.
Result: Model refinement raised precision from 0.67 to 0.83 on the evaluation set.
What it took: YOLO26 segmentationNative mobileOffline syncLiDAR / ArUco calibration