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

Claim 5:
6. A whiteboard cleaning system, comprising:
a user movement sensor that determines when a user is inactive;
a whiteboard capture camera that makes an image of the whiteboard to establish an image data set when the user movement sensor detects that the user is inactive;
a classification module that classifies the image using the pre-trained image data set using an augmentation technique to enhance the size of the image data set and determines whether the whiteboard needs to be cleaned based on the classification and applying the detection of when the user is inactive, through transfer learning, using the image data set; and
a wiper that receives the determination from the classification module whether the whiteboard needs to be cleaned, and cleans the whiteboard when the classification module determines that the whiteboard needs to be cleaned and the user is inactive,
wherein determining whether the whiteboard needs to be cleaned comprises said pre-training the classification module with the image data set using an augmentation technique to enhance the size of the image database.