Social media are popular platforms frequently used to share mementos and as a means of marketing strategy, especially by the food industry. Unfortunately, most food photos in social media are not labelled or properly explained, and can lead to confusion by the user. To combat this problem, a novel solution was developed to detect food photos swiftly and automatically with three Convolutional Ne…