Patent ID: 11861497
Assignee: L'OREAL
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 15:
16. A method comprising:
storing in a storage unit of a computing device a convolutional neural network (CNN) configured to classify pixels of an image to determine whether each of the pixels is an object pixel or not an object pixel to define an object segmentation mask for an object in the image; and
processing an image via a processing unit of the computing device using the CNN to generate the object segmentation mask to define a new image; and
wherein the CNN comprises a pre-trained network for image classification adapted to define the object segmentation mask and trained with segmentation data,
the method further comprising defining via the processing unit the new image from the image by applying a change to pixels in the image selected using the object segmentation mask, and
wherein the processing unit is configured to provide an interactive graphical user interface (GUI) to display the image and the new image, the interactive GUI configured to receive input to determine the change to define the new image.