Use Single-Subject Portraits
Single-subject photos are easier to process and produce cleaner parody transformations. Group photos create ambiguity around facial focus.
Keep one dominant face in the frame, and avoid extreme occlusion from hats, masks, or hands.
Prefer Mid-to-High Resolution Inputs
Low-resolution screenshots often contain compression artifacts that reduce quality after transformation.
As a baseline, use images with at least 1000 pixels on the long edge when possible.
Lighting and Contrast Matter
Flat lighting reduces landmark clarity. Moderate front lighting with distinct face edges generally performs best.
If the source is dark, brighten before upload to preserve details in the final output.