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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 1.

Distribution of galaxies in the COSMOS field in the I-band magnitude-redshift plane. The corresponding number distributions along I_mag and redshift are displayed at the top and right corners, respectively. The sample of galaxies at 0.2 < z < 1.2 with I_mag < 25 is shown in orange.

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