Guide
Realistic Face Animation from Photo: What Improves Quality
Face-focused generations are sensitive to source quality and prompt clarity. Small improvements in input image and motion instructions can dramatically increase realism.
Prioritize facial detail
Use photos with visible eyes, natural skin texture, and clean focus. Over-smoothed portraits can lead to plastic-looking output.
Prompt subtle expression
Natural smile shifts, breathing, and slight eye movement tend to look more human than exaggerated gestures.
Check for identity drift
Review output frame by frame for facial consistency. If identity changes, simplify prompts and rerun with lower motion intensity.
Create your own clip
Use these prompt patterns and workflows with your own photos, then generate a polished video in minutes.
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