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Showing 1 to 2 of 2 for “"Calorie Estimation"”.
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The impact of product health description and serving size information on consumption
… and serving size information on actual calorie consumption and estimations of calorie consumption. In a 3 (no description vs. healthy description vs. unhealthy description) by 2 (normal serving size information vs. larger serving size information) factorial design, 150 females over the …
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Conversational Multimodal LLMs for Food Nutritional Information Retrieval: A Systematic Evaluation
… mean absolute percentage error (MAPE), with calorie prediction errors improving from approximately 51% in the image-only setting to as low as 29% when provided with total per-ingredient-wise mass. Providing just the total mass reduces calorie prediction error across all models, making it the …