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An Updated Efficient Galaxy Morphology Classification Model Based on ConvNeXt Encoding with UMAP Dimensionality Reduction

Authors: Guanwen Fang, Shiwei Zhu, Jun Xu, Shiying Lu, Chichun Zhou, Yao Dai, Zesen Lin, Xu Kong

Guanwen Fang et al 2026 The Astronomical Journal 171 .

Provider: AAS Journals

Caption: Figure 2.

Six examples of the image preprocessing flow, corresponding to each set of images from left to right: original image, denoised image, and image after the polar coordinate transformation.

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