Directing note: moves from references
A few models take a camera move from something other than words: a reference video, a single image or a drawn path. As of 2026-09-25.
That suits moves that are hard to describe, and it ties the result to something a director can show.
It also makes the move depend on the reference being clear.
1From the docs
use the Motion reference option to upload a video and extract its camera movements, including pans, zooms, tilts, and motion paths, which will guide the generation.
Adobe, Firefly help: generate videos using text prompts
Reference character, motion, camera, style, voice, or editing rhythm
MiniMax, video generation guide
Create cinematic camera moves using just a single image.
Moonvalley, Marey
- CameraA motion reference video can be uploaded so its camera movements guide the generation
- Reference generationThe H3 model can take camera movement from reference images, videos or audio
- Camera controlCamera moves are made from a single image, and trajectories are drawn for elements
- Image-to-video generationImage-to-video from a prompt and a reference image
- OverviewImages, audio and videos can serve as references for performance, light and camera movement
- Related API referencesA separate image-to-video mode takes a first and a last frame
- CameraCamera motion options to pick: zoom in or out, move left or right, tilt up or down, static and handheld
- Camera motionCamera moves are prompt words, each defined with an example: static, pan, tilt, dolly and more
2Camera language in a pipeline
Where “Moves from references” has to be written by hand, SceneMixer's pipeline writes the shots; its guides explain:
SceneMixer turns a novel into a watchable short-drama series in one pipeline: upload the novel (Chinese or English) → AI extracts characters, scenes, and an episode-by-episode structure → generates consistent character and scene art → writes storyboard scripts → renders video segment by segment (16:9 by default, 9:16 in one setting) → composites full episodes.
SceneMixer, Turn a Novel into a Video Series with AI (read 2026-10-13)
On this site it is the 720P tier of the family; the storyboard, references and voices are the same as on the other two tiers.
SceneMixer, Seedance 2.5 Lite — “Is Lite a lower-quality model or a lower resolution?” (read 2026-10-13)
3Other notes
Examples are quoted from the models' docs; no model was run.