Why Fashion Trend Prediction Isn’t Enough Without Generative AI

Introduction I recently read a post on Dev.to about how AI systems (like GeoStyle) are being used to predict fashion trends using CNNs and social media data. It’s a great explanation of how trends can be analyzed from both top-down and bottom-up perspectives. But it made me think about something that’s often missing in these discussions: Knowing a trend is coming is not enough. In practice, the bigger challenge is how quickly that insight can be turned into something visual and usable...