Patent ID: 11887361
Assignee: KING FAISAL UNIVERSITY
Field: Other consumer goods (Other fields)
Classification: CPC G  B | IPC B  G

Claim 0:
1. A method for cleaning a whiteboard, comprising:
determining whether a user is inactive through a user movement sensor;
capturing an image of the whiteboard to establish an image data set if the user is determined to be inactive through a whiteboard capture camera;
determining whether the whiteboard needs to be cleaned based on a classification of the image using a classification module, and applying the detection of when the user is inactive, through transfer learning, using the image data set, using an augmentation technique to enhance the size of the image data set; and
receiving, the determination from the classification module whether the whiteboard needs to be cleaned, and cleaning the whiteboard if the classification module determines that cleaning is required,
wherein determining whether the whiteboard needs to be cleaned comprises pre-training the classification module with the image data set using an augmentation technique to enhance the size of the image database.