Topic: laptop damage detection

Real-World Computer Vision Pitfalls: Hallucinations to Hardware

Initial attempts using monolithic prompting with a multimodal LLM revealed flaws like hallucinations, junk image failures, and inconsistent accuracy, prompting a rethink of the approach. A hybrid solution combining agentic frameworks (specialized agents for components and junk detection) with mon...