The outcome

Generate a usable moving shot without asking the model to reinvent the entire frame.

Step by step

A workflow you can repeat.

  1. 01

    Prepare a high-quality input image with clean anatomy, edges, perspective, and the final intended composition.

  2. 02

    Choose an image-to-video model and begin with the single most important subject or camera motion.

  3. 03

    Describe what should move using direct, positive language; avoid redescribing everything visible in the image.

  4. 04

    Generate short variants and compare continuity, motion, artifacts, and camera behavior frame by frame.

  5. 05

    Add one motion detail per iteration and save the generation settings for the selected result.

Working standard

What good use looks like.

  • Let the image define appearance.
  • Let the text define motion.
  • Fix source-frame artifacts before animation.

Official references

Check the current product documentation.