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.

AlgorithmBackbone networkmAP (%)Detection speed (f·s−1)

Faster R-CNNResNet5088.19
YOLO v4CSPDarknet5387.953
Des-YOLO v4Des-Darknet93.151