Table 6 The performance of the standard YOLOv5 vs. YOLOv5^a

From: Improving multi-scale detection layers in the deep learning network for wheat spike detection based on interpretive analysis

Method	Input size	FPS	Layers	Parameters	AP (%)
YOLOv5	150 × 150	166	213	7 M	72.2
	300 × 300	166	213	7 M	89.2
	450 × 450	166	213	7 M	92.0
	600 × 600	166	213	7 M	93.0
YOLOv5^a	150 × 150	188	190	5 M	74.9
	300 × 300	188	190	5 M	89.4
	450 × 450	188	190	5 M	92.5
	600 × 600	188	190	5 M	93.3

^aYOLOv5^a represents the standard YOLOv5 without a large-scale detection layer

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ISSN: 1746-4811

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