Table 7 Comparison of detection effects of different algorithms.
From: Lightweight insulator target detection algorithm based on improved YOLOX
Model | Images A | Images B | Images C |
|---|---|---|---|
YOLOv3 |
|
|
|
YOLOv5 s |
|
|
|
SSD |
|
|
|
Faster-RCNN |
|
|
|
YOLOX |
|
|
|
YOLOv4-Tiny |
|
|
|
YOLOv7-Tiny |
|
|
|
YOLOv8-n |
|
|
|
YOLO11 s |
|
|
|
Ours |
|
|
|
