Fruits Classification and Detection Application Using Deep Learning

Table 3

F1 score for all 30 classes in the ResNet50 model for the FIDS-30 dataset.

Class names	F1 scores
Acerolas	0.80
Apples	0.60
Apricots	0.50
Avocados	1
Bananas	0.89
Blackberries	1
Blueberries	0.80
Cantaloupes	0.80
Cherries	1
Coconuts	1
Figs	0
Grapefruits	1
Grapes	0.86
Guava	0.67
Kiwifruit	1
Mangos	1
Olives	1
Oranges	0.80
Passion fruit	1
Peaches	0.75
Pears	1
Pineapples	1
Plums	0.86
Pomegranates	1
Raspberries	0.80
Strawberries	0.80
Tomatoes	0.80
Watermelons	0.89
Lemons	0.86
Limes	1