Allergen30
收藏Mendeley Data2024-03-27 更新2024-06-26 收录
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https://data.mendeley.com/datasets/9ygs9vhnpw
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资源简介:
Allergen30 is created with the goal of building a robust detection model that can assist people in avoiding possible allergic reactions. It contains images of 30 commonly used food items that can cause an adverse reaction within a human body. These food items pertain to specific food intolerances which can trigger an allergic reaction. Such food intolerance primarily includes Lactose, Histamine, Gluten, Salicylate, Caffeine, and Ovomucoid intolerance. The 30 food items (labels) in the dataset include 'alcohol', 'alcohol glass', 'almond', 'avocado', 'blackberry', 'blueberry', 'bread', 'bread loaf', 'capsicum', 'cheese', 'chocolate', 'cooked meat', 'dates', 'egg', 'eggplant', 'icecream', 'milk', 'milk based beverage', 'mushroom', 'non milk based beverage', 'pasta', 'pineapple', 'pistachio', 'pizza', 'raw meat', 'roti', 'spinach', 'strawberry', 'tomato' and 'whole egg boiled'.
致敏原30(Allergen30)数据集旨在构建鲁棒的检测模型,以辅助人们规避潜在的过敏反应。该数据集收录了30种常见致敏食品的图像,此类食品可在人体内引发不良反应,且对应可诱发过敏反应的特定食物不耐受类型。这类食物不耐受主要包括乳糖(Lactose)不耐受、组胺(Histamine)不耐受、麸质(Gluten)不耐受、水杨酸盐(Salicylate)不耐受、咖啡因(Caffeine)不耐受以及卵类黏蛋白(Ovomucoid)不耐受。数据集内的30种食品(标签)分别为:酒精、酒杯、杏仁、牛油果、黑莓、蓝莓、面包、长条面包、甜椒、奶酪、巧克力、熟肉、海枣、鸡蛋、茄子、冰淇淋、牛奶、奶基饮品、蘑菇、非奶基饮品、意面、菠萝、开心果、披萨、生肉、印度扁面包、菠菜、草莓、番茄以及水煮全蛋。
创建时间:
2024-01-23



