UVM++: A Large-Scale Benchmark for Beverage Recognition in Intelligent Vending Machine

• Published in: IEEE transactions on consumer electronics Vol. 70; no. 1; pp. 249 - 262
• Main Authors: Zhang, Haijun, Ouyang, Chao, Zuo, Dingding, Zhou, Haibin, Li, Guojian, Huang, Zhe, Yang, Kai
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.02.2024; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Annotations; Artificial intelligence; benchmark; Benchmark testing; Benchmarks; Beverages; Cloud computing; Commodities; Data collection; Datasets; Detectors; Face recognition; Industrial development; Mobile commerce; New retail; Object detection; Object recognition; Placement; Racks; Retail stores; Sensors; Task analysis; unmanned vending machine; Vending machines

In recent years, artificial intelligence (AI)-driven computer technology has become popular in many practical applications in the retail industry. In particular, the development of face recognition, mobile payment, cloud computing and other technologies has given birth to three new forms of consumpt...