arxivcs.CV2026-07-18
Spatially-Aware Class-Agnostic Object Counting
Robert Wijaya, Md. Tanvir Hossain, Amanda Kau, Ngai-Man Cheung
Generalised object counting aims to estimate the number of instances of an arbitrary object category from a single image, but many recent methods can struggle on structurally complex objects due to limited spatial modelling. We present \textit{UpCount}, a class-agnostic counter d…