Patent Document ID: 9607366
Application ID: 14576770
Patent Flag: 1

Claim One:
1. A computer implemented method comprising: by a server device: configuring a customized shape for an image section, the image section including pixels for calculating a histogram value, wherein: the customized shape is configured by multiplying first dimensions by second dimensions; the first dimensions are of a first shape used by a first hardware configuration type to calculate histograms; and the second dimensions are of a second shape used by a second hardware configuration type to calculate histograms, determining a first training image, determining a second training image, determining a first training histogram value for the first training image using the customized shape, determining a second training histogram value for the second training image using the customized shape, determining a first training recommendation for the first training image, wherein the first training recommendation comprises a first indication that the first training image is to be processed by high dynamic range (HDR) imaging, determining a second training recommendation for the second training image, wherein the second training recommendation comprises a second indication that the second training image is to be processed by HDR imaging, training a model for use by a neural network component when determining whether to perform HDR imaging for future image data associated with an image received by the server device in the future, wherein the training is based at least in part on the first training image, the second training image, the first training histogram value, the second training histogram value, the first training recommendation, and the second training recommendation, and sending the model to a client device.