Oleg Zabluda's blog
Tuesday, August 08, 2017
 
Learning Cross-modal Embeddings for Cooking Recipes and Food Images
Learning Cross-modal Embeddings for Cooking Recipes and Food Images
"""
In this paper, we introduce Recipe1M, a new large-scale, structured corpus of over 1m cooking recipes and 800k food images. [...] Using these data, we train a neural network to find a joint embedding of recipes and images that yields impressive results on an image-recipe retrieval task. Additionally, we demonstrate that regularization via the addition of a high-level classification objective both improves retrieval performance to rival that of humans and enables semantic vector arithmetic.
"""
http://im2recipe.csail.mit.edu/
http://im2recipe.csail.mit.edu/

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