Six steps of hand washing dataset with segmentation maps

The dataset contains raw frames of 7 classes, each denoting the different steps of handwashing. The dataset is created using the Hand Wash Dataset from Kaggle ( https://www.kaggle.com/datasets/realtimear/hand-wash-dataset ). Individual image frames were extracted from the original video dataset and cropped to 224*224 pixels. Bad images in the dataset, without handwashing steps or severe motion blurring, were removed from the dataset. Finally, we have created separate segmentation maps to mask the foreground images (hands) from the background images. The dataset will help conduct computer vision-based hand washing and hand hygiene research.