From Rules to AI: The Evolution of Fashion Recommendation Systems

Ever wondered how online fashion stores seem to know exactly what you'll love? This episode unpacks the journey of fashion recommendation systems, from their early beginnings to the cutting-edge AI we see today. We explore the fundamental techniques like content-based and collaborative filtering, the transformative impact of machine learning in understanding user behaviour, and the revolutionary role of computer vision and deep learning in analysing clothing images. We'll also discuss how modern systems are becoming intent-driven and context-aware, and look at innovative companies like Stitch Fix and The Yes. Join us to understand how technology is reshaping how we discover and purchase fashion online.