Patent ID: 11868493
Assignee: AVAYA MANAGEMENT L.P.
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 2:
3. The system of claim 2, wherein training the neural network comprises:
accessing a set of object images that indicate the non-compliant environment;
applying one or more transformations to the set of object images, including rotating, color-altering, position translation, contrast alteration, or brightness alteration to create a modified set of object images;
creating a first training set comprising a collected set of object images, the modified set of object images, and a set of compliant environment images;
training the neural network in a first stage using the first training set;
creating a second training set for a second stage of training comprising the first training set and the set of compliant environment images that are incorrectly detected as object images that indicate the non-compliant environment in the first stage of training; and
training the neural network in the second stage of training using the second training set.