ProbPose predicts calibrated per-pixel localization probabilities and a separate presence-in-window probability, improving out-of-image keypoint localization on a new CropCOCO benchmark while roughly matching standard COCO accuracy.
The devil is in the details: Delving into unbiased data processing for human pose estimation
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ProbPose: A Probabilistic Approach to 2D Human Pose Estimation
ProbPose predicts calibrated per-pixel localization probabilities and a separate presence-in-window probability, improving out-of-image keypoint localization on a new CropCOCO benchmark while roughly matching standard COCO accuracy.