AI Mobile Application for Archaeological Dating of Bronze Dings
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arXiv
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| Hauptverfasser: | , , , , , , |
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| Format: | Preprint |
| Veröffentlicht: |
2023
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| _version_ | 1866911745397751808 |
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| author | Li, Chuntao Qi, Ruihua Tang, Chuan Wei, Jiafu Yang, Xi Zhang, Qian Zhou, Rixin |
| author_facet | Li, Chuntao Qi, Ruihua Tang, Chuan Wei, Jiafu Yang, Xi Zhang, Qian Zhou, Rixin |
| contents | We develop an AI application for archaeological dating of bronze Dings. A classification model is employed to predict the period of the input Ding, and a detection model is used to show the feature parts for making a decision of archaeological dating. To train the two deep learning models, we collected a large number of Ding images from published materials, and annotated the period and the feature parts on each image by archaeological experts. Furthermore, we design a user system and deploy our pre-trained models based on the platform of WeChat Mini Program for ease of use. Only need a smartphone installed WeChat APP, users can easily know the result of intelligent archaeological dating, the feature parts, and other reference artifacts, by taking a photo of a bronze Ding. To use our application, please scan this QR code by WeChat. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2401_01002 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | AI Mobile Application for Archaeological Dating of Bronze Dings Li, Chuntao Qi, Ruihua Tang, Chuan Wei, Jiafu Yang, Xi Zhang, Qian Zhou, Rixin Computer Vision and Pattern Recognition We develop an AI application for archaeological dating of bronze Dings. A classification model is employed to predict the period of the input Ding, and a detection model is used to show the feature parts for making a decision of archaeological dating. To train the two deep learning models, we collected a large number of Ding images from published materials, and annotated the period and the feature parts on each image by archaeological experts. Furthermore, we design a user system and deploy our pre-trained models based on the platform of WeChat Mini Program for ease of use. Only need a smartphone installed WeChat APP, users can easily know the result of intelligent archaeological dating, the feature parts, and other reference artifacts, by taking a photo of a bronze Ding. To use our application, please scan this QR code by WeChat. |
| title | AI Mobile Application for Archaeological Dating of Bronze Dings |
| topic | Computer Vision and Pattern Recognition |
| url | https://arxiv.org/abs/2401.01002 |