Deep neural network for food image classification and nutrient identification: A systematic review

Enhancing Thai Food Classification: A CNN-Based Approach with Transfer Learning

“…It outlines the process of conducting a systematic review focused on food intake and health, particularly through image recognition and analysis. The document highlights the potential of technology in addressing dietary concerns and promoting healthier lifestyles [7]. The incorporation of multi-spectral images for automated food identification showcased the potential of Convolutional Neural Networks (CNNs).…”

“…Conducting a systematic review, the paper presented an overview of CNN models in culinary image processing. The review identified challenges, available datasets, optimization techniques, and proposed resolutions for each investigation encountered, contributing to a comprehensive understanding of the field [16]. Applying transfer learning techniques to classify images in an Indian culinary dataset, the study achieved significant cost and labor savings.…”