Research Article
Recent Advancements in Fruit Detection and Classification Using Deep Learning Techniques
Table 6
Classification report of ResNet-50 model.
| | Class name | Prec. | Recall | F1-s | Support | Class name | Prec. | Recall | F1-s | Support |
| | Apple Braeburn | 1.00 | 1.00 | 1.00 | 24 | Cherry Wax Black | 1.00 | 1.00 | 1.00 | 26 | | Apple Crimson Snow | 1.00 | 1.00 | 1.00 | 23 | Cherry Wax Red | 1.00 | 1.00 | 1.00 | 22 | | Apple Golden 1 | 1.00 | 1.00 | 1.00 | 30 | Cherry Wax Yellow | 1.00 | 1.00 | 1.00 | 21 | | Apple Golden 2 | 1.00 | 1.00 | 1.00 | 20 | Chestnut | 1.00 | 1.00 | 1.00 | 16 | | Apple Golden 3 | 1.00 | 1.00 | 1.00 | 30 | Clementine | 1.00 | 1.00 | 1.00 | 21 | | Apple Granny Smith | 1.00 | 1.00 | 1.00 | 17 | Cocos | 1.00 | 1.00 | 1.00 | 31 | | Apple Pink Lady | 1.00 | 1.00 | 1.00 | 21 | Dates | 1.00 | 1.00 | 1.00 | 28 | | Apple Red 1 | 1.00 | 1.00 | 1.00 | 19 | Eggplant | 1.00 | 1.00 | 1.00 | 20 | | Apple Red 2 | 1.00 | 1.00 | 1.00 | 29 | Ginger Root | 1.00 | 1.00 | 1.00 | 8 | | Apple Red 3 | 1.00 | 1.00 | 1.00 | 20 | Granadilla | 1.00 | 1.00 | 1.00 | 26 | | Apple Red Delicious | 1.00 | 1.00 | 1.00 | 28 | Grape Blue | 1.00 | 1.00 | 1.00 | 48 | | Apple Red Yellow 1 | 1.00 | 1.00 | 1.00 | 29 | Grape Pink | 1.00 | 1.00 | 1.00 | 23 | | Apple Red Yellow 2 | 1.00 | 1.00 | 1.00 | 36 | Grape White | 1.00 | 1.00 | 1.00 | 37 | | Apricot | 1.00 | 1.00 | 1.00 | 26 | Grape White 2 | 1.00 | 1.00 | 1.00 | 24 | | Avocado | 1.00 | 1.00 | 1.00 | 23 | Grape White 3 | 1.00 | 1.00 | 1.00 | 24 | | Avocado ripe | 1.00 | 1.00 | 1.00 | 17 | Grape White 4 | 1.00 | 1.00 | 1.00 | 30 | | Banana | 1.00 | 1.00 | 1.00 | 25 | Grapefruit Pink | 1.00 | 1.00 | 1.00 | 21 | | Banana Lady Finger | 1.00 | 1.00 | 1.00 | 21 | Grapefruit White | 1.00 | 0.57 | 0.73 | 21 | | Banana Red | 1.00 | 1.00 | 1.00 | 27 | Guava | 1.00 | 1.00 | 1.00 | 19 | | Beetroot | 1.00 | 1.00 | 1.00 | 23 | Hazelnut | 1.00 | 1.00 | 1.00 | 22 | | Blueberry | 1.00 | 1.00 | 1.00 | 27 | Huckleberry | 1.00 | 1.00 | 1.00 | 31 | | Cactus fruit | 1.00 | 1.00 | 1.00 | 23 | Kaki | 1.00 | 1.00 | 1.00 | 33 | | Cantaloupe 1 | 1.00 | 1.00 | 1.00 | 24 | Kiwi | 1.00 | 1.00 | 1.00 | 19 | | Cantaloupe 2 | 1.00 | 1.00 | 1.00 | 31 | Kohlrabi | 1.00 | 1.00 | 1.00 | 18 | | Carambola | 1.00 | 1.00 | 1.00 | 20 | Kumquats | 1.00 | 1.00 | 1.00 | 26 | | Cauliflower | 1.00 | 1.00 | 1.00 | 35 | Lemon | 0.71 | 1.00 | 0.83 | 22 | | Cherry 1 | 1.00 | 1.00 | 1.00 | 30 | Lemon Meyer | 1.00 | 1.00 | 1.00 | 30 | | Cherry 2 | 1.00 | 1.00 | 1.00 | 39 | Limes | 1.00 | 1.00 | 1.00 | 29 | | Cherry Rainier | 1.00 | 1.00 | 1.00 | 40 | Lychee | 1.00 | 1.00 | 1.00 | 19 | | Mandarine | 1.00 | 1.00 | 1.00 | 20 | Plum | 1.00 | 1.00 | 1.00 | 23 | | Mango | 1.00 | 1.00 | 1.00 | 20 | Plum 2 | 1.00 | 1.00 | 1.00 | 27 | | Mango Red | 1.00 | 1.00 | 1.00 | 23 | Plum 3 | 1.00 | 1.00 | 1.00 | 44 | | Mangostan | 1.00 | 1.00 | 1.00 | 11 | Pomegranate | 1.00 | 1.00 | 1.00 | 27 | | Maracuja | 1.00 | 1.00 | 1.00 | 22 | Pomelo Sweetie | 1.00 | 1.00 | 1.00 | 26 | | Melon Piel de Sapo | 1.00 | 1.00 | 1.00 | 44 | Potato Red | 1.00 | 1.00 | 1.00 | 17 | | Mulberry | 1.00 | 1.00 | 1.00 | 21 | Potato Red Washed | 1.00 | 1.00 | 1.00 | 29 | | Nectarine | 1.00 | 1.00 | 1.00 | 18 | Potato Sweet | 1.00 | 1.00 | 1.00 | 22 | | Nectarine Flat | 1.00 | 1.00 | 1.00 | 19 | Potato White | 1.00 | 1.00 | 1.00 | 32 | | Nut Forest | 1.00 | 1.00 | 1.00 | 8 | Quince | 1.00 | 1.00 | 1.00 | 20 | | Nut Pecan | 1.00 | 1.00 | 1.00 | 7 | Rambutan | 1.00 | 1.00 | 1.00 | 26 | | Onion Red | 1.00 | 1.00 | 1.00 | 21 | Raspberry | 1.00 | 1.00 | 1.00 | 21 | | Onion Red Peeled | 1.00 | 1.00 | 1.00 | 25 | Redcurrant | 1.00 | 1.00 | 1.00 | 24 | | Onion White | 1.00 | 1.00 | 1.00 | 24 | Salak | 1.00 | 1.00 | 1.00 | 31 | | Orange | 1.00 | 1.00 | 1.00 | 28 | Strawberry | 1.00 | 1.00 | 1.00 | 25 | | Papaya | 1.00 | 1.00 | 1.00 | 24 | Strawberry Wedge | 1.00 | 1.00 | 1.00 | 30 | | Passion Fruit | 1.00 | 1.00 | 1.00 | 17 | Tamarillo | 1.00 | 1.00 | 1.00 | 20 | | Peach | 1.00 | 1.00 | 1.00 | 28 | Tangelo | 1.00 | 1.00 | 1.00 | 26 | | Peach 2 | 1.00 | 1.00 | 1.00 | 41 | Tomato 1 | 1.00 | 1.00 | 1.00 | 32 | | Peach Flat | 1.00 | 1.00 | 1.00 | 24 | Tomato 2 | 1.00 | 1.00 | 1.00 | 37 | | Pear | 1.00 | 1.00 | 1.00 | 28 | Tomato 3 | 1.00 | 1.00 | 1.00 | 32 | | Pear Abate | 1.00 | 1.00 | 1.00 | 23 | Tomato 4 | 1.00 | 1.00 | 1.00 | 31 | | Pear Forelle | 1.00 | 1.00 | 1.00 | 30 | Tomato Cherry Red | 1.00 | 1.00 | 1.00 | 23 | | Pear Kaiser | 1.00 | 1.00 | 1.00 | 15 | Tomato Maroon | 1.00 | 1.00 | 1.00 | 19 | | Pear Monster | 1.00 | 1.00 | 1.00 | 18 | Tomato Yellow | 1.00 | 1.00 | 1.00 | 15 | | Pear Red | 1.00 | 1.00 | 1.00 | 33 | Walnut | 1.00 | 1.00 | 1.00 | 37 | | Pear Williams | 1.00 | 1.00 | 1.00 | 26 | Tamarillo | 1.00 | 1.00 | 1.00 | 20 | | Pepino | 1.00 | 1.00 | 1.00 | 25 | Tangelo | 1.00 | 1.00 | 1.00 | 26 | | Pepper Green | 1.00 | 1.00 | 1.00 | 16 | Tomato 1 | 1.00 | 1.00 | 1.00 | 32 | | Pepper Red | 1.00 | 1.00 | 1.00 | 39 | Tomato 2 | 1.00 | 1.00 | 1.00 | 37 | | Pepper Yellow | 1.00 | 1.00 | 1.00 | 30 | Tomato 3 | 1.00 | 1.00 | 1.00 | 32 | | Physalis | 1.00 | 0.96 | 0.98 | 26 | Tomato 4 | 1.00 | 1.00 | 1.00 | 31 | | Physalis with Husk | 1.00 | 1.00 | 1.00 | 23 | Tomato Cherry Red | 1.00 | 1.00 | 1.00 | 23 | | Pineapple | 1.00 | 1.00 | 1.00 | 27 | Tomato Maroon | 1.00 | 1.00 | 1.00 | 19 | | Pineapple Mini | 1.00 | 1.00 | 1.00 | 27 | Tomato Yellow | 1.00 | 1.00 | 1.00 | 15 | | Pitahaya Red | 1.00 | 1.00 | 1.00 | 25 | Walnut | 1.00 | 1.00 | 1.00 | 37 | | Accuracy | | | 1.00 | 3024 | | Macro average | 1.00 | 1.00 | 1.00 | 3024 | | Weighted average | 1.00 | 1.00 | 1.00 | 3024 |
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Prec: precision; F1-s: F1-score.
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