Images & Recipes: Retrieval in the cooking context
Sorbonne Université(索邦大学);ETIS, UMR 8051(ETIS联合研究单位8051);Université Paris Seine(巴黎塞纳大学);Université Cergy-Pontoise(塞吉-蓬图瓦兹大学);ENSEA(法国国立高等电子与应用学院);CNRS(法国国家科学研究中心)
英文摘要:
Recent advances in the machine learning community allowed different use cases to emerge, as its association to domains like cooking which created the computational cuisine. In this paper, we tackle the picture-recipe alignment problem, having as target application the large-scale retrieval task (finding a recipe given a picture, and vice versa). Our approach is validated on the Recipe1M dataset, composed of one million image-recipe pairs and additional class information, for which we achieve state-of-the-art results.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。