Fast image recognition of transmission tower based on big data

Protection and Control of Modern Power Systems

Table 4 Time comparison of process of traditional tree barrier modeling and tree barrier modeling proposed in this paper

Process of tree barrier modeling	Time of process of traditional tree barrier modeling	Time of tree barrier modeling by image recognition of transmission tower based on big data
Taking tilt photography photos of transmission lines	The speed of fixed-wing UAV is 28 m/s, and the flight distance is twice of the transmission line [30]	The speed of fixed-wing UAV is 28 m/s, and the flight distance is twice of the transmission line
Image recognition of transmission tower	about 5 min	within 10 s
Generating power lines	3 min per line span	2 min per line span
Point cloud classification	about 35 min for 400 m line span	about 35 min for 400 m line span
Measuring the distance between trees and wires	1 min per line span	1 min per line span