coco formatted infant pose estimates for: Computer vision to automatically assess infant neuromotor risk

COCO formatted 2D skeletal keypoints for YouTube and Clinical datasets from: Computer vision to automatically assess infant neuromotor risk (Chambers et al 2020) extracted with ViTPose-H implemented in MMPose.

For original dataset and data see: https://figshare.com/s/10034c230ad9b2b2a6a4

Includes:

• json files with bounding boxes and 2D keypoints/confidences
• video metadata (fps, original dimensions)

Data descriptions:

Youtube Dataset: 94 infants, 19 excluded

19 annotations removed for meeting one or more of the following exclusion criteria:

• 8 Partially overlapping twins
• 4 NICU and/or hospital settings
• 1 In water
• 1 On a rocker
• 2 Face occluded by caregiver and/or toy
• 3 Low contrast/very poor video quality

Clinical Dataset: 19 infants (31 videos total)

• Additional data available in original figshare