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An application of artificial intelligence for counting empty packaging Case study of ABC Warehouse |
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| รหัสดีโอไอ | |
| Creator | Treesukol Sittipanya |
| Title | An application of artificial intelligence for counting empty packaging Case study of ABC Warehouse |
| Contributor | Tanayot Kulthon |
| Publisher | Faculty of Management Science Nakhon Pathom Rajabhat University. |
| Publication Year | 2568 |
| Journal Title | Journal of Management Science Nakhon Pathom Rajabhat University |
| Journal Vol. | 12 |
| Journal No. | 1 |
| Page no. | 80-90 |
| Keyword | Artificial Intelligence, Counting, Empty packaging |
| URL Website | https://so03.tci-thaijo.org/index.php/JMSNPRU/issue/view/18024 |
| Website title | https://so03.tci-thaijo.org/index.php/JMSNPRU/index |
| ISSN | 2392-5817 |
| Abstract | ABC Warehouse is a warehouse that is a collection and distribution center. One of the key processes, the process of returning empty packaging to suppliers, is a task that requires constant control and monitoring. Because there is a lot of empty packaging. As a result, in the counting process, it takes a long time to count and there are errors in counting. Therefore, the application of artificial intelligence technology has 2 objectives (1) To reduce time in the empty packaging counting process. (2) To increase the accuracy rate in counting empty packaging. Its related learning activities include object detection, deep learning and image processing. The research results were obtained after artificial intelligence was applied to count empty packaging 360 times in a period of 1.39 hours. It was found that the working time in the counting process compared to manual counting was reduced from 30 minutes to 10 minutes and the average counting accuracy rate could be increased by up to 7 percent. |
