Pointer instrument image recognition system for veterinary drug production based on RFID and deep learning. Issue 3 (October 2020)

• Record Type: Journal Article
• Authors: Qiu, Qin; Cao, Shanshan; Wu, Jianzhai; Kong, Fantao; Sun, Wei
• Is Part Of: Journal of physics. Volume 1650:Issue 3(2020)
• Publication Date: 2020-10
• Subjects: Physics -- Congresses; 530.5
• DOI: 10.1088/1742-6596/1650/3/032139
• Languages: English
• ISSNs: 1742-6588

Abstract

Abstract: Based on RFID technology, the tag data can be read and identified dynamically, real-time, contactless, long-distance and batch, and the image information of pointer instrument can be collected. Using Faster-RCNN to detect and locate the dial area, and combining with Le Net-5 method to identify the dial number, the system has the advantages of fast reading, high accuracy, strong adaptability and intelligent management. It provides a solution for the automatic recognition and reading of pointer instrument in the complex environment of veterinary medicine production workshop.