If text-to-video is best for exploration, image-to-video is best for control.
That is the easiest way to decide when to use Seedance 2.0 image-to-video. The workflow gives the model a visual anchor, which makes it easier to preserve subject identity, product form, outfit details, framing logic, and overall composition.
For creators who need more predictable results, this often beats starting from a blank prompt.
If you want to compare the two approaches before generating, start with the overview on Seedance 2.0 Model Guide and then test your own workflow in Create.
When Image-to-Video Beats Text-to-Video
Use image-to-video when any of these matter:
- the face or character design must stay recognizable
- a product shape must remain consistent
- the composition already works and only needs motion
- you want to animate key art, photography, or concept frames
Text-to-video is better for invention. Image-to-video is better for preservation.
That is why many commercial teams use text-to-video for ideation and image-to-video for refinement.
What Makes a Good Reference Image
Your result depends heavily on the input image quality.
The best reference images usually have:
- one clear focal subject
- readable lighting direction
- minimal clutter
- stable perspective
- enough detail to preserve important shapes
Weak reference images often create weak animation because the model is forced to guess where the motion should happen.
The Best Prompt Mindset for Image-to-Video
When users move from text-to-video to image-to-video, they often make a bad assumption: because the image already defines the scene, the motion prompt can be vague.
That is not true.
You still need to specify:
- what should move
- how much it should move
- whether the camera should move
- what should stay stable
Use this structure:
Animate the existing composition.
Primary motion: what changes first
Secondary motion: what supports the scene
Camera: static, push-in, orbit, drift, etc.
Style: realism, ad look, anime tone, cinematic mood
Constraints: what should remain unchanged
Example:
Animate the existing portrait while preserving face identity and outfit details.
Primary motion: slow head turn and natural blinking.
Secondary motion: soft wind through hair and subtle fabric movement.
Camera: very slow push-in, stable framing.
Style: luxury beauty campaign, clean color, realistic skin texture.
Constraints: keep the background composition stable and avoid face distortion.
The Three Most Reliable Motion Patterns
1. Subject-only motion
This is best for portraits, creator videos, and product scenes where the composition is already strong.
Examples:
- head turn
- blink
- breathing motion
- hand lift
- cloth movement
2. Environment-only motion
This is useful when the subject should stay mostly still but the scene needs life.
Examples:
- fog drifting
- light flicker
- rain moving
- reflections shifting
- particles floating
3. Camera-first motion
This works best when you want the image to feel cinematic without changing the actual subject very much.
Examples:
- slow push-in
- subtle orbit
- light handheld drift
- vertical rise
For beginners, the safest option is usually one primary motion plus one subtle support motion.
Common Image-to-Video Failure Patterns
Too much motion
If you ask the model to animate the subject, the background, the weather, and the camera all at once, the output often becomes unstable.
Wrong camera choice
A strong still image with balanced composition can break quickly if you force an aggressive orbit or sweeping move.
Weak constraints
If identity matters, say so. If the product shape matters, say so. If the background should stay stable, say so.
The model cannot protect a priority you never stated.
Sample Seedance 2.0 Image-to-Video Prompts
Beauty portrait animation
Animate the existing portrait while preserving face identity, makeup details, and jewelry.
Primary motion: soft blink and slight head turn.
Secondary motion: gentle hair movement.
Camera: slow push-in.
Style: premium beauty campaign, soft studio light, realistic skin texture.
Constraints: keep framing and facial proportions stable.
Product still animation
Animate the existing product image while preserving product geometry and label clarity.
Primary motion: slow rotation.
Secondary motion: moving light reflection across the surface.
Camera: macro close-up with very subtle lateral motion.
Style: premium commercial look, clean materials, sharp highlights.
Constraints: avoid product warping and keep the base composition intact.
Concept art scene animation
Animate the existing fantasy landscape concept art.
Primary motion: drifting fog and moving cloth on the central character.
Secondary motion: floating particles and soft light variation.
Camera: gentle cinematic rise.
Style: epic fantasy film tone, atmospheric depth, realistic motion timing.
Constraints: preserve composition, silhouette, and environment scale.
How to Decide Between Static Camera and Moving Camera
Use a static or nearly static camera when:
- facial detail matters
- product detail matters
- the reference composition is already strong
Use slow camera motion when:
- the image needs more depth
- you want a premium cinematic feel
- the subject is simple and stable enough to survive movement
If you are unsure, start static. It is easier to add motion later than to rescue a broken result.
Best Use Cases for C Dance AI Users
Image-to-video is especially effective for:
- product advertising
- fashion lookbooks
- beauty campaigns
- anime key art animation
- brand social content
- creator thumbnails turned into motion intros
That makes it one of the most commercially useful Seedance 2.0 workflows.
If your goal is ad creative, pair this guide with Seedance 2.0 for Product Ads: 20 Prompt Ideas That Convert.
Related Reading
- If you are still deciding when to start from scratch, compare this workflow with How to Use Seedance 2.0 for Text to Video.
- If you need better commercial hooks, combine this guide with Seedance 2.0 for Product Ads: 20 Prompt Ideas That Convert.
- If you need more generation room for reference-based testing, compare plans on Pricing.
Final Take
Seedance 2.0 image-to-video works best when you use the source image as an asset, not just an input. Your job is to decide what should move, what should stay stable, and what the viewer should notice first.
The more intentional that hierarchy is, the more professional the output tends to feel.
If you already have strong still images, image-to-video is often the fastest route to cleaner AI video results. Start in Create, keep motion narrow, protect the details that matter most, and use Pricing when you need to scale commercial testing.
FAQ
Is image-to-video better than text-to-video?
Not always. It is better when identity, layout, or object consistency matters more than invention.
What is the safest type of motion to start with?
One subtle character motion plus one small camera move is usually the safest first step.
Can I animate product photos with Seedance 2.0?
Yes. Product photos are one of the strongest image-to-video use cases because the reference image gives the model a stable anchor for shape and materials.