Research Article

YOLO-DFD: A Lightweight Method for Dog Feces Detection Based on Improved YOLOv4

Table 5

Comparison of algorithms in embedded device.

AlgorithmAP (%)FPS (f/s)

YOLOv497.823.36
YOLO-DFD98.668.29