Power isolation switch and component automatic identification method and device thereof

• Main Authors: JIANG ANFENG, HUANG HAO, SHEN BAOGUO, YAN NANNAN, ZHU HUANGRU
• Format: Patent
• Language: Chinese; English
• Published: 23.10.2020
• 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 relates to a power isolation switch and a component automatic identification method thereof. The component automatic identification method comprises the steps of obtaining an isolation switch image set; preprocessing images; dividing the isolation switch images into a training set and a test set; inputting the isolation switch images in the training set and the labels of the images into an isolation switch labeling model for training; automatically updating a difference value between the isolation switch labeling model and the actual label information; using the test set to testthe labeling precision of the isolation switch labeling model; and carrying out automatic identification on the power isolation switch by using the trained isolation switch labeling model. The invention further provides an automatic identification device using the automatic identification method. The automatic identification device comprises an image sensor, a memory, a CPU and a power supply, andthe image sensor, the mem