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Publicado en línea: 16 jun 2025
Páginas: 10 - 19
DOI: https://doi.org/10.2478/ijanmc-2025-0012
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© 2025 Xiaoqi Shi et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
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Table of fruit types and corresponding number of pictures
| Name and number of vegetables | Name and number of fruit |
|---|---|
| Cabbage (200) | Apple (200) |
| Capsicum (200) | Banana (200) |
| Carrot (200) | Pear (200) |
| Cauliflower (200) | Pineapple (200) |
| Corn (200) | Pomegranate (200) |
| Eggplant (200) | Grapes (200) |
| Cabbage (200) | Apple (200) |
Comparison table of detection accuracy
| Type | Evaluation metrics | ||
|---|---|---|---|
| Detection Times | mAP/% (Pre-improved) | mAP/% (Improved) | |
| Apple | 30 | 0.79 | 0.85 |
| Banana | 30 | 0.74 | 0.77 |
| Pear | 30 | 0.79 | 0.81 |
| Pineapple | 30 | 0.81 | 0.79 |
| Pomegranate | 30 | 0.68 | 0.68 |
| Grapes | 30 | 0.50 | 0.57 |
| Watermelon | 30 | 0.73 | 0.78 |
| Cabbage | 30 | 0.89 | 0.91 |
| Capsicum | 30 | 0.55 | 0.58 |
| Carrot | 30 | 0.83 | 0.89 |
| Cauliflower | 30 | 0.55 | 0.64 |
| Corn | 30 | 0.46 | 0.45 |
| Eggplant | 30 | 0.74 | 0.71 |
| Onion | 30 | 0.88 | 0.95 |