A retrieval-based framework using foundation models for pose-aware correspondence to estimate population-level wildlife body proportions from unconstrained images, with reported 10-20% median relative errors on bird and amphibian datasets.
arXiv preprint arXiv:2508.08783 (2025)
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WildProp: Visual Estimation of Wildlife Body Proportions at Scale
A retrieval-based framework using foundation models for pose-aware correspondence to estimate population-level wildlife body proportions from unconstrained images, with reported 10-20% median relative errors on bird and amphibian datasets.