SEDs for the sources SSTSL2 J034344.62+320817.6 (a) and SSTSL2 J034501.42+320501.8 (b) in the well-studied open cluster IC 348. The SEDs have been constructed with observed fluxes from Gaia (black squares), 2MASS (gray diamonds), WISE (red triangles), and Spitzer (blue circles), as well as with ML predicted mid-infrared fluxes using the clean (green circles) and unclean (hollow orange circles) datasets. The insets display zoom-ins for a better comparison between the observed and predicted mid-infrared fluxes.