DA-ActNN-YOLOV5: Hybrid YOLO v5 Model with Data Augmentation and Activation of Compression Mechanism for Potato Disease Identification

Table 7

Ablation experiments of the three main structures of ActNN replacement DA-ActNN-YOLOV5l.

No.	Compression network structure			mAP (%)	Time (h)
	Backbone	Neck	Head
1	✓			97.65	3.375
2		✓		98.16	3.358
3			✓	98.83	3.324
4	✓		✓	97.55	3.412
5		✓	✓	98.07	3.395
6	✓	✓		97.41	3.467
7	✓	✓	✓	97.34	3.474