Intelligent detection method for standardability of medical staff protective article wearing

• Main Authors: ZHANG HAOJUN, PEI ZIYU, ZHANG XUJUAN, LU JIE, GUO RONG, ZHANG QIANG, WU XIJUAN, FU FENGCHEN
• Format: Patent
• Language: Chinese; English
• Published: 30.10.2020
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; HANDLING RECORD CARRIERS; HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA; INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS; PHYSICS; PRESENTATION OF DATA; RECOGNITION OF DATA; RECORD CARRIERS

The invention discloses a medical staff protective article wearing standardization intelligent detection method, and the method comprises the steps: collecting and cleaning each posture picture of allvolunteers to form a picture data set; establishing an identification model based on a target detection algorithm and a network framework; training an identification model by using a training networkof a target detection algorithm and the picture data set to obtain a protective clothing dressing standardability identification model meeting the identification rate requirement; enabling a medicalworker wearing the protective article to stand in the detection area and strike a special pose; when the high-performance computer detects that a medical worker stands in the detection area through the high-definition camera, calling the medical worker dressing photo shot by the high-definition camera, judging whether the medical worker protective clothing dressing is standard or not by using theprotective clothing dressing