| CPC H04N 23/84 (2023.01) [G02B 27/017 (2013.01); H01L 27/14641 (2013.01); H01L 27/14645 (2013.01); H04N 25/772 (2023.01); G02B 2027/0178 (2013.01)] | 20 Claims |

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1. A sensor apparatus comprising:
an array of pixel cells, each pixel cell of the array of pixel cells including one or more photodiodes configured to generate a charge in response to light, and a charge storage device of one or more charge storage devices to convert the charge to output a voltage of an array of voltages;
one or more analog-to-digital converters (ADC) configured the convert the array of voltages to first pixel data; and
a controller configured to:
receive the first pixel data from the ADC;
input the first pixel data into a machine-learning model to generate output data comprising prediction data associated with one or more features of the first pixel data;
generate, based on the prediction data, second pixel data, the second pixel data associated with one or more transformed features of the first pixel data; and
send, from the sensor apparatus to a separate receiving apparatus, the second pixel data.
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