: Accelerometer and gyroscope data from sensors worn by participants.
: To provide a benchmark for recognizing the complex, interactive behaviors of children (aged 0–6) and their caregivers in a real-world nursery setting.
: Most HAR datasets focus on adults in office or home settings; this is one of the few high-quality sets dedicated to pediatric behaviors. File: NurseryDimension-v1.02.zip ...
: Labels for various activities such as "playing with blocks," "hand washing," "eating," and "sleeping."
: The researchers discuss methods for collecting data in sensitive environments (like schools) while protecting the identities of minors. : Accelerometer and gyroscope data from sensors worn
: The paper highlights the difficulty of tracking children due to their unpredictable movements, small stature, and the frequent physical occlusions that occur during group play or caregiving tasks. What’s Inside the v1.02.zip File?
: Extracted 2D or 3D pose estimations of the children and teachers. : Labels for various activities such as "playing
: The researchers captured synchronized data using multiple sensors, including: RGB-D Cameras : For visual and depth information.