Enhancing recipe retrieval with foundation models: A data augmentation perspective
Learning recipe and food image representation in common embedding space is non-trivial
but crucial for cross-modal recipe retrieval. In this paper, we propose a new perspective for …
but crucial for cross-modal recipe retrieval. In this paper, we propose a new perspective for …
Rode: Linear rectified mixture of diverse experts for food large multi-modal models
P Jiao, X Wu, B Zhu, J Chen, CW Ngo… - ar** Image-Recipe Cross-Modal Retrieval with Dual Cross Attention Encoders
W Liu, S Yuan, Z Wang, X Chang, L Gao, Z Zhang - Mathematics, 2024 - mdpi.com
The image-recipe cross-modal retrieval task, which retrieves the relevant recipes according
to food images and vice versa, is now attracting widespread attention. There are two main …
to food images and vice versa, is now attracting widespread attention. There are two main …
Nutrition Estimation for Dietary Management: A Transformer Approach with Depth Sensing
Nutrition estimation is crucial for effective dietary management and overall health and well-
being. Existing methods often struggle with sub-optimal accuracy and can be time …
being. Existing methods often struggle with sub-optimal accuracy and can be time …