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Frame-to-Frame Workflow: From First Frame to Final Scene
2026/02/11

Frame-to-Frame Workflow: From First Frame to Final Scene

Use first and tail frames to generate smooth AI video transitions with stable subject identity.

Why Frame-to-Frame

Frame-to-Frame is best when you already know the start and end visual state and need an interpolated clip between them.

Input Requirements

  • First frame image URL
  • Tail frame image URL
  • Prompt
  • Optional negative prompt
  • Duration: 5 or 10 seconds

Generation Behavior

The API validates required inputs and duration. After task creation, status is tracked through polling and webhook updates.

Reliability Notes

  • Task records are saved in video_generation
  • Output URLs can be archived to first-party storage
  • Repeated webhook callbacks are handled idempotently

Prompting Tips

  • Mention continuity requirements explicitly
  • Use a negative prompt to suppress artifacts
  • Keep style instructions consistent with both keyframes

When to Use It

  • Product reveal transitions
  • Character transformation sequences
  • Day-to-night or scene-mood shifts
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