Research Article
An Apple Detection Method Based on Des-YOLO v4 Algorithm for Harvesting Robots in Complex Environment
Table 1
Performance comparison of different algorithms.
| Algorithm | Backbone network | mAP (%) | Detection speed (f·s−1) |
| Faster R-CNN | ResNet50 | 88.1 | 9 | YOLO v4 | CSPDarknet53 | 87.9 | 53 | Des-YOLO v4 | Des-Darknet | 93.1 | 51 |
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