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 |