Full disc map of galaxy TNG 539333 (O5 projection) for log₁₀[Σ_⋆/(M_⊙ pc⁻²)] (left), log₁₀(Z_⋆/Z_⊙) (middle), and log₁₀(t_⋆/Gyr) (right) as an example of a more accurate model. From top to bottom: The top row shows the actual values for each property followed by the model created by a DNN algorithm on four Euclid bands, and the third row shows the residuals, where points in red (blue) represent pixels where the actual values are higher (lower) than those in the model. Histograms contained in the lower right corner of the residual maps show the distribution of error prediction (log₁₀y_i − log₁₀ ${\widehat{y}}_i$, where y_i is the actual i-th value, and ${\widehat{y}}_i$ is the predicted i-th value of the pixel), dashed lines mark the 16^th and 84^th percentile of the distribution for the pixels contained within the dashed circle of a 12 kpc radius. Bottom row shows radial profiles for the true (red) and predicted (blue) values where large points mark the median, and error bars mark the 16^th and 84^th percentile of the distribution contained within the radial bin, as well as their residuals plotted underneath.