POLAR: Posture-level Action Recognition Dataset

The "POsture-Level Action Recognition" (POLAR) dataset has nine 9 categories ("bending", "jumping", "lying", "running", "sitting", "squatting", "standing", "stretching" and "walking") directly related to human pose with a total of 35,324 images and covers 99% of posture-level human actions in daily life according to authors' analysis on the VOC dataset.