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AI Billboards: Dynamic Contextual Ads
This talk explains how AI Billboards use computer vision, embeddings, and real-time context to deliver personalized ads through dynamic content analysis and intelligent selection.
In this presentation, I will explore the technical architecture behind AI Billboards, a system that leverages AI, computer vision, and contextual analysis to deliver dynamic, personalized advertising. I will break down how AI processes video content, extracts meaningful tags using Google Cloud Vision API, and matches ads to real-world conditions like weather, time of day, and audience mood. Additionally, I will explain how OpenAI CLIP embeddings, text-embeddings, Generative AI and Pinecone vector search enable intelligent ad selection without predefined rules. The presentation will also cover the frontend implementation, real-time ad delivery mechanisms and a code walkthrough
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