AcinoSet
Introduced by Joska et al. in AcinoSet: A 3D Pose Estimation Dataset and Baseline Models for Cheetahs in the Wild
AcinoSet is a dataset of free-running cheetahs in the wild that contains 119,490 frames of multi-view synchronized high-speed video footage, camera calibration files and 7,588 human-annotated frames. The authors utilized markerless animal pose estimation with DeepLabCut to provide 2D keypoints (in the 119K frames). It also includes 3D trajectories, human-checked 3D ground truth, and an interactive tool to inspect the data.
Papers
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