Step 1
Prepare coherent start and end frames
Use visually related frames with matching style and composition so interpolation has a consistent direction.
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Moody Interior
Slow push-in, candlelight flicker, subtle dust motes, warm atmosphere
City Rain
Light rain, reflections in puddles, gentle handheld motion, neon glow
Epic Landscape
Slow aerial pullback, drifting clouds, dramatic golden-hour lighting
Step 1
Use visually related frames with matching style and composition so interpolation has a consistent direction.
Step 2
State how motion should travel from frame A to frame B, including camera movement and subject behavior.
Step 3
Shorter transitions work better for simple movement; longer clips help when perspective or scene elements shift more dramatically.
Step 4
Adjust one transition detail at a time to preserve continuity while improving smoothness and visual rhythm.
You can use only a starting frame, but adding an ending frame usually produces more controlled transitions and clearer motion intent.
Use frames with closer composition and style, then simplify the motion instructions. Large visual gaps often cause unstable interpolation.
Use frames-to-video when you must control both where the clip starts and where it ends, not just how a single image moves.
Create shared frame templates, reusable transition prompt patterns, and fixed settings per campaign so outputs stay consistent across contributors.