Revolutionising food advertising monitoring: a machine learning-based method for automated classification of food videos

• Main Authors: Michele Bittencourt Rodrigues (Author), Victória Pedrazzoli Ferreira (Author), Rafael Moreira Claro (Author), Ana Paula Bortoletto Martins (Author), Sandra Avila (Author), Paula Martins Horta (Author)
• Format: Book
• Published: Cambridge University Press, 2023-12-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Abstract Objective: Food advertising is an important determinant of unhealthy eating. However, analysing a large number of advertisements (ads) to distinguish between food and non-food content is a challenging task. This study aims to develop a machine learning-based method to automatically identify...