Wan 2.2 A14B 480P Image To Video Model | I2V Endpoint Unlimited Videos

Wan 2.2 Image-to-Video 480p

Generate dynamic videos from images with Wan 2.2 at an accessible 480p resolution. This versatile model supports both single-image animation and start-to-end frame interpolation — perfect for rapid prototyping, social media content, and budget-conscious video production.

Looking for higher resolution? Try Wan 2.2 I2V 720p for HD output.

Why It Looks Great

Smooth motion synthesis: Creates fluid, natural movement from static images.
Start-to-end interpolation: Optionally provide a last frame for controlled transitions.
480p efficiency: Ideal resolution for mobile content and rapid iteration.
Negative prompt support: Exclude unwanted elements for precise control.
Prompt Enhancer: Built-in tool to refine your motion descriptions automatically.
Safety Checker: Optional content filtering for appropriate output.
Reproducible results: Use the seed parameter to recreate exact outputs.

Parameters

Parameter	Required	Description
image	Yes	Source/starting image to animate (upload or public URL).
prompt	Yes	Text description of the motion and action you want.
negative_prompt	No	Elements to avoid in the generated video.
last_image	No	Optional ending frame for start-to-end interpolation (upload or URL).
duration	No	Video length: 5 or 8 seconds. Default: 5.
seed	No	Random seed for reproducibility. Use -1 for random.
Enable Safety Checker	No	Toggle content safety filtering.

How to Use

Upload your starting image — drag and drop or paste a public URL.
Write your prompt — describe the motion, camera work, and action in detail.
Use Prompt Enhancer (optional) — click to enrich your motion description.
Add negative prompt (optional) — specify elements to exclude.
Upload last image (optional) — add an ending frame for interpolation effects.
Set duration — choose 5 or 8 seconds.
Set seed (optional) — for reproducible results.
Run — click the button to generate.
Download — preview and save your video.

Pricing

Per 5-second billing based on duration.

Duration	Calculation	Cost
5 seconds	5 ÷ 5 × $0.15	$0.15
8 seconds	8 ÷ 5 × $0.15	$0.24

Volume Examples

Videos	Duration	Total Cost
10	5s	$1.50
10	8s	$2.40
50	5s	$7.50
50	8s	$12.00

Best Use Cases

Action & Sci-Fi Content — Animate spaceships, vehicles, and dynamic action scenes.
Rapid Prototyping — Test concepts quickly before committing to higher resolutions.
Social Media Content — 480p works great for mobile-first platforms and stories.
Motion Transitions — Use start and end frames for smooth morphing effects.
High-Volume Production — Generate large batches affordably for content libraries.

Example Prompts

"A sci-fi spaceship launches from a futuristic spaceport at night, engines roaring with intense thrust, glowing exhaust lighting up the runway. Strong camera shake and motion blur emphasize speed and vibration, cinematic dynamic pacing."
"Slow zoom in on subject's face, subtle expression change, atmospheric lighting shift"
"Camera orbits around the product, smooth rotation, studio lighting reflections"
"Clouds rolling across the sky in timelapse, dramatic weather movement"
"Character turns head slowly, wind moving through hair, soft ambient motion"

Start-to-End Interpolation

When you provide both an image and a last_image, the model creates a smooth video transition between the two frames:

Use Case	How to Use
Scene transitions	Start with day scene, end with night scene
Morphing effects	Start with one expression, end with another
Movement sequences	Start position to end position
Zoom effects	Wide shot to close-up (or vice versa)

Resolution Comparison

Model	Resolution	Cost (5s)	Best For
I2V 480p	480p	$0.15	Mobile content, prototyping, high-volume
I2V 720p	720p	Higher	Final delivery, quality content
I2V 720p Ultra Fast	720p	$0.10	Speed-optimized HD generation

Pro Tips for Best Results

Use 480p for testing and iteration, then upgrade to 720p for final deliverables.
For action scenes, use words like "intense", "dynamic", "camera shake", "motion blur".
Negative prompts like "static", "frozen", "jitter" help ensure smooth motion.
The last_image feature enables creative transitions not possible with single-image input.
480p is ideal for vertical content on mobile platforms where resolution matters less.
Keep the same seed when comparing prompt variations.

Notes

If using URLs for images, ensure they are publicly accessible. Preview thumbnails confirm successful loading.
Enable Safety Checker for content that will be publicly shared.
Processing time scales with duration — 8-second videos take longer.
480p is sufficient for most social media and mobile viewing contexts.

Wan 2.2 A14B converts images into 480p videos, enabling unlimited AI video generation from single images. Ready-to-use REST inference API, best performance, no coldstarts, affordable pricing.

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