optimization

A Graph as a Model Harness: Let Context Correct Vision

Part 3 of AI Beyond the Model. Part 2 explains the representation layer. Most discussion of scene graphs asks how to turn visual detections into structured state. I am interested in the reverse direction too: can the structure help correct the detections and associations that produced it? This was the focus of a discussion about retail shelf images. The initial models might detect products and price labels, produce top-k product candidates, and propose which label belongs to which product.