Research Article
Multiview Machine Vision Research of Fruits Boxes Handling Robot Based on the Improved 2D Kernel Principal Component Analysis Network
Table 1
Recognition accuracy of different categories.
| Categories | Right recognition number | Accuracy (%) |
| apple1 | 115 | 95.83 | apple2 | 117 | 97.5 | apple3 | 109 | 90.83 | watermelon1 | 108 | 90 | watermelon2 | 111 | 92.5 | orange1 | 116 | 96.67 | orange2 | 109 | 90.83 | cantaloupe1 | 113 | 94.17 | cantaloupe2 | 107 | 89.17 | pomegranate | 118 | 98.33 | pear | 106 | 88.33 | durian | 111 | 92.5 | coconut | 112 | 93.33 | banana | 111 | 92.5 | pineapple | 109 | 90.83 |
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