Pixel-to-scale standard deviations ratio optimization for two-layer perceptron training on pixel-distorted scaled 60-by-80-images in scaled objects classification problem

The optimization problem to identify the classifier scalable objects based on two-layer perceptron. The ratio of standard deviations of pixel distortion and scale for the formation of learning sets. Minimization of the error rate of classification.

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