Tag: human in loop
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Top 5 Challenges in eCommerce Product Categorization (and How HITL Solves Them)
Quick Overview This blog explores the challenges in eCommerce product categorization and how Human-in-the-Loop (HITL) solutions can address them. It highlights how HITL enhances AI-driven categorization by providing human expertise to solve issues like vague descriptions, inconsistent metadata, and evolving taxonomies. Key points include: Introduction: eCommerce product categorization is the process of organizing products into…
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How Video Annotation Transforms Surveillance into Situational Awareness for Real-Time AI
Introduction In an age where data is abundant, but attention is limited, traditional surveillance systems are no longer sufficient. Capturing video footage is easy. Making sense of it in real time is not. The need today is not for more cameras, but for smarter eyes. That’s where artificial intelligence (AI) and video annotation converge to…