Method and device for detecting bird nests on power tower, server and storage medium

• Main Authors: HUANG JIANFENG, ZHONG SUPENG, HUANG LUMING, XU YANGYONG, AN CHENGHUI, WEI WENLI, CAO HAONAN, LUO SHAOQING, WU KUNXIANG, WU MIJIA, WANG BIN, JIAO CHENHUA, YANG JUNJIA, DING JIAN, SU LIANGZHI, ZHANG CAIYOU, ZHU DIFENG, JIANG YUNTU, WANG JIANJUN, LI BOYA, LIN LEI
• Format: Patent
• Language: Chinese; English
• Published: 04.08.2020
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; HANDLING RECORD CARRIERS; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL; PHYSICS; PRESENTATION OF DATA; RECOGNITION OF DATA; RECORD CARRIERS

The invention provides a method and device for detecting a bird nest on a power tower, a server and a storage medium, three videos of the power tower to be subjected to bird nest detection shot in thesame time period at the same visual angle are acquired, and the image data modalities of different videos are different; processing the three videos to obtain a plurality of image groups, wherein each image group is composed of three images of the power tower shot at the same time and at the same visual angle; extracting image features of images in the image group based on a pre-trained migrationnetwork, and converting the image group into a target image group meeting a preset condition; and sequentially inputting each target image group into a pre-trained bird nest detection model accordingto a shooting sequence to obtain a bird nest detection result of the bird nest detection model for each target image group. Based on the method and the device, the labor cost for detecting the bird nest on the power tower can