Neural network-based image processing

A device comprising:

• a memory to store instructions associated with an artificial neural network;
• a sensor to capture a first image corresponding to a field of view;
• a processing device operatively coupled to the memory and the sensor, the processing device to:
• generate a view of a cropped portion of the field of view, the cropped portion corresponding to a selected zoom level;
• display the view of the cropped portion at a first resolution;
• generate, in response to an image capture action, the first image corresponding to the cropped portion at the first resolution;
• and
• generate, by the artificial neural network, a second image of the cropped portion at a second resolution, wherein the second resolution is greater than the first resolution.

A non-transitory computer-readable storage device storing computer-executable instructions that, if executed by a processing device, cause the processing device to:

• store data indicating a selected zoom level corresponding to a field of view of an image capture device;
• cause a display of a cropped portion of the field of view, the cropped portion corresponding to the selected zoom level;
• generate, in response to an image capture action, a first image corresponding to the field of view at a first image quality;
• provide the data indicating the selected zoom level and the first image to an artificial neural network;
• and
• generate, by the artificial neural network, a second image of the cropped portion corresponding to the selected zoom level at a second image quality, wherein the second image quality is greater than the first image quality.