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Abstract

Different machine vision acuity levels for anomaly detection in an image. An image sensing pixel array generates image data representative of the image having a first region (e.g., focal region) and a second region (e.g. periphery). A memory cell array stores a first weight matrix representative of a first kernel of a convolutional neural network and a second weight matrix representative of a second kernel. A logic circuit can apply the first kernel to the first region using the first weight matrix to generate first feature data at a first stride length with quantization at a first precision level. The logic circuit can apply the second kernel to the second region using the second weight matrix to generate second feature data at a second stride length with quantization at a second precision level.

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First Claim