{"title":"Smart Shopping Cart","authors":"Dan Belibov, D. Tudose","doi":"10.1109/ROEDUNET.2019.8909680","DOIUrl":null,"url":null,"abstract":"This paper consists of developing a hardware and software implementation of a smart shopping cart, focused on modularity, low price and simple use. This solution can be modified and the usage can be started shortly by traders. It tends to meet as many of the end-user needs as possible.The system uses a mechanism to recognize products that are inserted into the cart using detection with a camera and a pre-trained neural network, the inference of which is running on a specific Intel calculation module, without the need for network connectivity. The project also presents a method of training and using a neural network for object detection, that runs with the Intel Neural Compute Stick. At the same time, in the evaluation of the results is demonstrated the increased performance against inference using a CPU, along with the comparison of versions 1 and 2 of the neural stick.","PeriodicalId":309683,"journal":{"name":"2019 18th RoEduNet Conference: Networking in Education and Research (RoEduNet)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 18th RoEduNet Conference: Networking in Education and Research (RoEduNet)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ROEDUNET.2019.8909680","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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Abstract

This paper consists of developing a hardware and software implementation of a smart shopping cart, focused on modularity, low price and simple use. This solution can be modified and the usage can be started shortly by traders. It tends to meet as many of the end-user needs as possible.The system uses a mechanism to recognize products that are inserted into the cart using detection with a camera and a pre-trained neural network, the inference of which is running on a specific Intel calculation module, without the need for network connectivity. The project also presents a method of training and using a neural network for object detection, that runs with the Intel Neural Compute Stick. At the same time, in the evaluation of the results is demonstrated the increased performance against inference using a CPU, along with the comparison of versions 1 and 2 of the neural stick.
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智能购物车
本文开发了一个智能购物车的硬件和软件实现,重点是模块化、低价格和简单易用。这个解决方案可以修改,交易者可以很快开始使用。它倾向于满足尽可能多的终端用户需求。该系统使用一种机制来识别插入购物车的产品,该机制使用摄像头和预训练的神经网络进行检测,其推理在特定的英特尔计算模块上运行,无需网络连接。该项目还提出了一种训练和使用神经网络进行目标检测的方法,该方法与英特尔神经计算棒一起运行。同时,在结果的评估中展示了使用CPU进行推理的性能提高,以及版本1和版本2的神经棒的比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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