Datasets/papers to explore

[mrdbourke]

A list of potential public food image datasets to explore & integrate into Nutrify.

See another list of datasets/other resources here: https://github.com/mrdbourke/nutrify/discussions/23

Datasets

• Food101 - classic food dataset, 101 classes.
• Food2k - 1 million images of food, 2000 classes.
• ISIA Food-500 - 500 different food categories from the list in Wikipedia along with ~400k images.
• FoodSeg103 - food images with segmentation.
• FoodX-251 - 251 classes of food with ~150k total images.

Papers

• AI4Food-NutritionDB: Food Image Database, Nutrition Taxonomy, and Recognition Benchmark - AI4Food database with food categories, nutrition information and images.
  • Looks like this paper combines food images from various resources.
• Recipe1M+: A Dataset for Learning Cross-Modal Embeddings for Cooking Recipes and Food Images