WashInDepth is a contact free hand wash monitor using a depth sensor (Kinect V1). The system sits above a sink and monitors a user while they wash their hands. It determines if they have followed correct hand hygiene procedures.
The code is currently closed source as it has attracted commercial interest. It was developed as an extension of the QuickFind segmentation and object detection algorithm. Modern Deep Learning should be able to achieve much better… See the full description on the dataset page:
https://huggingface.co/datasets/hzhongresearch/washindepth_data.
