Table 4 Results of the semantic segmentation for the feed, chitin and frass for the U-Net with the EfficientNet-B0 backbone.

From: Multipurpose monitoring system for edible insect breeding based on machine learning

 

\(F1_{pix}\)

\(PPV_{pix}\)

\(TPR_{pix}\)

Feed

0.971

0.969

0.973

Chitin

0.947

0.918

0.977

Frass

0.953

0.963

0.943