Elevator passenger number monitoring method and device based on target detection and readable medium

• Main Authors: LIU SHUXIN, ZENG JIAHAO, HUANG ZIHAN, ZHU YIQIN
• Format: Patent
• Language: Chinese; English
• Published: 28.05.2024
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; PHYSICS

The invention discloses an elevator passenger number monitoring method and device based on target detection and a readable medium. The elevator passenger number monitoring method comprises the steps that a shot and preprocessed human body image in an elevator car is obtained; an elevator interior human body detection model based on an improved YOLOv5 model is constructed and trained, and a trained elevator interior human body detection model is obtained; according to the in-elevator human body detection model, a first CSPdense module, a second CSPdense module and a third CSPdense module are added between a second CSP module and a third CBL module in a backbone network of a YOLOv5 model, between the third CSP module and a fourth CBL module and behind an SPP module respectively; the human body image in the elevator car is input into the trained human body detection model in the elevator, the target detection result is obtained, the number of elevator passengers is determined according to the target detection re