Fig. 2.

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Qualitative check of the HST reconstruction from the generator . The left column shows original input galaxies, while the second column displays the output of the generator after training. In the middle we plot the residual at noise level between the first two columns, followed by the best-fit double Sérsic from pysersic and the residuals between the original HST stamps and the Sérsic fits. We also display the root mean squared error (RMSE) values between the original image and the reconstruction, for both the parametric and realistic columns.
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