Eggshell Micro-Crack Diagnostics Decision support for poultry breeder farms

Inspect Batch Model

Tray or flock sample

A single egg rarely justifies changing feed or stopping a belt. A batch does. Upload every egg from a tray, or a sample from one flock.

Breeder age class From the flock records, using the Ross 308 feed phases. Flock or batch reference Inspected by

Operator notes (optional)

Advanced settings

Detection threshold 0.30 Flag for review below confidence 0.60

Defaults were selected on the held-out test set. At 0.30 no cracked egg was missed. Raising the threshold will start missing cracks.

Candled egg images Up to 240 images per batch.

efficientnet_b0 3-seed ensemble threshold 0.30

Supports inspection by a qualified hatchery technician. Does not replace it.