A Fine-Grained Long-Tail Distribution Food Image Classification Model with Attention Mechanism

Bao, Yanhao (2025) A Fine-Grained Long-Tail Distribution Food Image Classification Model with Attention Mechanism. In: Proceedings of the 2nd International Conference on Machine Learning and Automation, CONF-MLA 2024, November 21, 2024, Adana, Turkey.

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Abstract

The fine-grained food image classification is a challenging task due to the presence of long-tail distributions in food categories, which results in imbalanced datasets. This imbalance will lead to biased models that underperform on rare classes, thereby affecting the model’s robustness and accuracy

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 18:27
Last Modified: 16 Apr 2026 21:38
URI: http://eprints.eai.eu/id/eprint/52556

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