{"id":9432,"date":"2023-05-19T10:07:04","date_gmt":"2023-05-19T03:07:04","guid":{"rendered":"https:\/\/bap-software.net\/?post_type=products&#038;p=9432"},"modified":"2024-02-02T16:30:36","modified_gmt":"2024-02-02T09:30:36","slug":"wines-detection","status":"publish","type":"products","link":"https:\/\/bap-software.net\/en\/case-study\/wines-detection\/","title":{"rendered":"Wines Detection"},"content":{"rendered":"<p><strong>Problem:<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-9436\" src=\"https:\/\/cdn.bap-software.net\/2023\/05\/Case3-Problem-1.png\" alt=\"Wines Detection Problem\" width=\"700\" height=\"400\" \/><\/p>\n<p>Get the name of wines which was take photograph by users.<\/p>\n<p>In this problem, we need to recognize a large number of wines (up to 10000 labels)<\/p>\n<p><strong>Solution:<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-13592 aligncenter\" src=\"https:\/\/cdn.bap-software.net\/2023\/05\/02225749\/User-Flow-Diagram-Dark.png\" alt=\"Wines Detection\" width=\"1195\" height=\"838\" \/><\/p>\n<p>To solve above problem, we using deep learning for bottle detection and embedding, KNN search in order to get exactly label of wines<\/p>","protected":false},"featured_media":13593,"template":"","product":[65],"cs_tag":[10189,10190],"class_list":["post-9432","products","type-products","status-publish","has-post-thumbnail","hentry","product-ai","cs_tag-ai","cs_tag-ai-technology"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.1 (Yoast SEO v27.3) - 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