Eggshell Micro-Crack Diagnostics Decision support for poultry breeder farms
Advanced settings

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

Measured performance

Detection macro F10.907
Detection recall0.980
Morphology macro F10.794
Localisation0.765

Measured on 98 held-out eggs, opened exactly once. Capture statistics alone reach 0.357 on morphology and the best classical pipeline 0.565; read these figures against those, not against chance. See the Model page.