家电科技 ›› 2022, Vol. 0 ›› Issue (zk): 682-685.doi: 10.19784/j.cnki.issn1672-0172.2022.99.152

• 第五部分 健康适老与智能 • 上一篇    下一篇

开门取货式智能自贩机算法系统研究

任飞, 万鹏, 薛学明, 谷新兵   

  1. 青岛海容商用冷链股份有限公司 山东青岛 266400
  • 发布日期:2023-03-28
  • 作者简介:任飞,本科学历,工程师。研究方向:商用冷链设备的制冷技术及标准化研究。地址:青岛市黄岛区隐珠山路1817号。E-mail:renfei@chinahiron.com。

Research on the algorithm system of open-door smart vending machines

REN Fei, WAN Peng, XUE Xueming, GU Xinbing   

  1. Qingdao Hiron Commercial Cold Chain Co., Ltd. Qingdao 266400
  • Published:2023-03-28

摘要: 随着人工智能技术的发展,传统的自贩机也逐渐被开门取货式智能自贩机取代。仅需要加装摄像头、门锁、主控等硬件,就可以让一台普通冰柜成为可以售卖的终端。智能自贩机不仅成本远低于传统的自贩机,购物体验也更加便捷。为了能够解决智能自贩机在实际应用中的商品识别问题,提出了使用智能自贩机的算法系统。通过集成不同人工智能算法技术,可对摄像头采集的信息进行分析,从而对消费者购买的商品进行精准的识别。实验结果表明,本文所提出的算法系统能够满足智能自贩机的应用需求。

关键词: 智能自贩机, 人工智能算法, 开门取货

Abstract: With the development of AI technology, the Open-Door smart vending machines are widely used instead of the traditional vending machines. The normal refrigerator can be changed into smart vending machine by adding cameras, lock, and control box. The smart vending machine has less cost but better shopping experience than the traditional vending machine. In order to solve the goods recognition problems of the smart vending machine an algorithm system is proposed. By applying different AI algorithms and technologies to analyze the videos captured by the cameras it is possible to give accurate recognition result of the goods that the customer purchased. The experimental results proved that the proposed algorithm system is qualified for the practice usage of the smart vending machines.

Key words: Smart vending machine, AI algorithms, Open-door

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