{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/images-recipes-retrieval-in-the-cooking","title":"Images & Recipes: Retrieval in the cooking context","arxiv_id":"1805.00900","date":"2018-05-02","proceeding":null,"authors":["Micael Carvalho","Rémi Cadène","David Picard","Laure Soulier","Matthieu Cord"],"abstract":"Recent advances in the machine learning community allowed different use cases\nto emerge, as its association to domains like cooking which created the\ncomputational cuisine. In this paper, we tackle the picture-recipe alignment\nproblem, having as target application the large-scale retrieval task (finding a\nrecipe given a picture, and vice versa). Our approach is validated on the\nRecipe1M dataset, composed of one million image-recipe pairs and additional\nclass information, for which we achieve state-of-the-art results.","url_abs":"http://arxiv.org/abs/1805.00900v1","url_pdf":"http://arxiv.org/pdf/1805.00900v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"images-recipes-retrieval-in-the-cooking","repo_url":"https://github.com/Cadene/recipe1m.bootstrap.pytorch","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"pytorch","reach":{"status":"unanswered"}}],"tasks":[{"task_slug":"machine-learning","task_name":"BIG-bench Machine Learning"},{"task_slug":"retrieval","task_name":"Retrieval"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}