Power marketing field operation dynamic detection method and device

• Main Authors: PENG CHUNING, GE DEHUI, DU XINGANG, LI JIE, AI ZHEN, WANG LIANG, YE JIANBIN, SONG JIAN, ZHU DONGSHENG, WANG RUI, CHU PENGFEI, WANG CAIXIA, GUAN ZHENHUA
• Format: Patent
• Language: Chinese; English
• Published: 25.11.2022
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; PHYSICS

The invention discloses an electric power marketing field operation dynamic detection method and device. The method comprises the following steps: acquiring a current time sequence scene image of an electric power influence field operation; the current time sequence scene image is preprocessed based on the Retinex theory; carrying out key data extraction on the preprocessed current time sequence scene image based on a pre-constructed dynamic detection model; generating geometric features for describing motion according to the key data; judging whether the power marketing field operation is illegal or not according to the geometric features; according to the method, the lightweight dynamic detection model is trained based on the LSTM and the knowledge distillation technology to monitor the violation operation of the power marketing field operation, and the problems that in a current detection model, the detection time delay is long, the model precision is not enough, and time and labor are wasted in model depl