Wan 2.2 I2V 480p

Wan 2.2 I2V 480p

Playground

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.

Features

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

How to Use

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

Pricing

Per 5-second billing based on duration.

Volume Examples

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:

Resolution Comparison

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.

# Submit the task
curl --location --request POST "https://api.wavespeed.ai/api/v3/wavespeed-ai/wan-2.2/i2v-480p" \
--header "Content-Type: application/json" \
--header "Authorization: Bearer ${WAVESPEED_API_KEY}" \
--data-raw '{
    "duration": 5,
    "seed": -1
}'

# Get the result
curl --location --request GET "https://api.wavespeed.ai/api/v3/predictions/${requestId}/result" \
--header "Authorization: Bearer ${WAVESPEED_API_KEY}"