Counting · Computer VisionBayline.
Bayline.
Ready-to-pack PLs, counted.
Bayline turns any smartphone into a shrimp counting station. Photograph a sample tray, get a verified count in 15 seconds with 98.2% accuracy — in any light, on any phone.
How bayline works
From sample tray to verified count in three taps.
Manual counts take 45 minutes and disagree by ±18% between workers. Bayline runs the same workflow on any smartphone in 15 seconds.
1
Snap the tray
Phone above sample. Tap the shutter. No lens, no calibration card.
2
The model counts
On-device vision counts every PL — curled, overlapping, partial.
3
Logged to your pond
Syncs by pond, date, and worker. Trends and survival curves update automatically.
The results
The real game changer.
Real numbers from the first cohort of hatcheries running Bayline through a full cycle.
98.2%
Accuracy
Within ±1% of manual count, in any light.
15s
Per sample
Down from 45 minutes per tray.
180×
Faster
Same workflow. Any smartphone.
0
Calibration
No lens, no card, no setup.