關鍵字查詢 | 類別:會議論文 | | 關鍵字:Image recognition approach for expediting chinese cafeteria checkout process

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1 108/2 資創系 張峯誠 副教授 會議論文 發佈 Image recognition approach for expediting chinese cafeteria checkout process , [108-2] :Image recognition approach for expediting chinese cafeteria checkout process會議論文Image recognition approach for expediting chinese cafeteria checkout processB.-T. Wu; Y.-W. Tsou; E. Tan; F.-C. Changfood recognition;automatic price calculation;nutrition facts calculation;object detection;YOLOv3;image recognition;machine learning;transfer learningOne of the common running themes in modern-day Chinese cafeterias is the hold up in foot traffic in queueing due to checkout. We find out that this bottleneck is caused by the staff requiring extra time to look up the prices of those miscellaneous entrees and calculating the total due amount during checkout. In this paper, this issue is addressed by introducing real-time image recognition techniques into this process. By using a webcam taking live video feed at the checkout desk with the image recognition model outputs the total due amount simultaneously, we are able to eliminate the need to perform manual price calculations. Additionally, the nu
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