CrowdDiff: Generating Accurate Crowd Density Maps using Diffusion Models for Improved Counting

CrowdDiff uses denoising diffusion probabilistic models to generate high-fidelity crowd density maps, which are then leveraged for accurate crowd counting by detecting individual density kernels rather than summing over the density values.