Photo from Scientific Research

Illustration of DeepSMOTE artificial image generation by convex combination of two images on five examined datasets. Shown in the illustration are five classes with three examples each. From left to right, the examples are: 1) base image; 2) nearest neighbor selected; and 3) combined image. The combined image is based on a scaling factor between the base and nearest neighbor given by the SMOTE algorithm. MNIST.

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