Abstract
In this study, an Artificial Intelligence of Things (AIoT)-based automated picking system was proposed for the development of an online shop and the services for automated shipping systems. Speed and convenience are two key points in Industry 4.0 and Society 5.0. In the context of online shopping, speed and convenience can be provided by integrating e-commerce platforms with AIoT systems and robots that are following consumers’ needs. Therefore, this proposed system diverts consumers who are moved by AIoT, while robotic manipulators replace human tasks to pick. To prove this idea, we implemented a modified YOLO (You Only Look Once) algorithm as a detection and localization tool for items purchased by consumers. At the same time, the modified YOLOv2 with data-driven mode was used for the process of taking goods from unstructured shop shelves. Our system performance is proven by experiments to meet the expectations in evaluating efficiency, speed, and convenience of the system in Society 5.0’s context.
Highlights
The YOLOv3 technique with a modification to curtail floating point operation (FLOP) was modified by [19], which conducted a performance increase 250%
This study intends to develop a picking algorithm using Artificial Intelligence of Things (AIoT) and implement the results of the algorithm at convenience shops to follow the trend of Society 5.0
The picking algorithm is based on YOLOv2 modified into a parallel detector through a data-driven mode
Summary
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. It is quite challenging to ensure that the massive implementation of artificial intelligence (AI) in online shopping takes effect. Most of AI dominated systems are implemented in large-scale industries, such as Amazon, Walmart, BMW, and Mercedes. Benz [1,2,3]. Industry 4.0 including techniques of AI, Internet of Things (IoT), robots, and online shopping has shown tremendous benefits. During the COVID-19 pandemic like today, physical contact is much avoided. The role of Industry 4.0 content should be accelerated to meet the needs of people who tend to prioritize comfort and safety
Sign-in/Register to view highlights & summary Sign-in/Register to access full text options 
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Schedule a callDisclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.
