TDAsweep: A Novel Dimensionality Reduction Method for Image Classification Tasks

11/14/2020

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by   Yu-Shih Chen, et al.

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One of the most celebrated achievements of modern machine learning technology is automatic classification of images. However, success is typically achieved only with major computational costs. Here we introduce TDAsweep, a machine learning tool aimed at improving the efficiency of automatic classification of images.