Object Counting Across Modalities: Taxonomies, Benchmarks, Applications, and Open Challenges

Joana Konadu Owusu, Shivanand Venkanna Sheshappanavar

Object-counting methods have rapidly shifted from class-specific density regression to open-vocabulary, foundation-model-backed counters. These methods now enumerate instances from…