kwaivgi/kling-video-o3-std/image-to-video

image-to-video

Kling Omni Video O3 (Standard) Image-to-Video transforms static images into dynamic cinematic videos using MVL technology. Supports first/last frame control and audio generation.

INPUT

Loading parameter configuration...

OUTPUT

Idle

Your generated videos will appear here

Configure your settings and click Run to get started

Your request will cost 0.153 per run. For $10 you can run this model approximately 65 times.

Here's what you can do next:

Video Upscaler Video extend

1. Code Examples

2. Schema

3. LLM Prompt

4. Parameters

import requests
import time

# Step 1: Start video generation
generate_url = "https://api.atlascloud.ai/api/v1/model/generateVideo"
headers = {
    "Content-Type": "application/json",
    "Authorization": "Bearer $ATLASCLOUD_API_KEY"
}
data = {
    "model": "kwaivgi/kling-video-o3-std/image-to-video",
    "prompt": "A beautiful sunset over the ocean with gentle waves",
    "width": 512,
    "height": 512,
    "duration": 3,
    "fps": 24
}

generate_response = requests.post(generate_url, headers=headers, json=data)
generate_result = generate_response.json()
prediction_id = generate_result["data"]["id"]

# Step 2: Poll for result
poll_url = f"https://api.atlascloud.ai/api/v1/model/prediction/{prediction_id}"

def check_status():
    while True:
        response = requests.get(poll_url, headers={"Authorization": "Bearer $ATLASCLOUD_API_KEY"})
        result = response.json()

        if result["data"]["status"] in ["completed", "succeeded"]:
            print("Generated video:", result["data"]["outputs"][0])
            return result["data"]["outputs"][0]
        elif result["data"]["status"] == "failed":
            raise Exception(result["data"]["error"] or "Generation failed")
        else:
            # Still processing, wait 2 seconds
            time.sleep(2)

video_url = check_status()

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Kling Video O3 Std Image-to-Video

Kling Video O3 Standard is Kuaishou's cost-efficient image-to-video model in the O3 generation, balancing strong visual quality with affordable pricing. Upload a reference image and describe the scene — the model generates smooth, natural video with optional start-to-end frame guidance and synchronized sound. Supports flexible duration from 3 to 15 seconds.

Why Choose This?

O3 generation quality at Standard pricing High-quality motion and visuals from the latest O3 architecture at a fraction of Pro cost.

Flexible duration Generate videos from 3 to 15 seconds — any length you need.

Start-end frame guidance Optional end image for controlled transitions between two frames.

Sound generation Optional synchronized sound effects generated alongside the video.

Prompt Enhancer Built-in tool to automatically improve your motion descriptions for better results.

Parameters

Parameter	Required	Description
prompt	Yes	Text description of the desired motion and action
image	Yes	Start frame image to animate (URL or upload)
end_image	No	End frame image for guided transitions
duration	No	Video length: 3–15 seconds (default: 5)
sound	No	Generate synchronized sound (default: disabled)

How to Use

Run — submit and download your video.
Enable sound (optional) — generate synchronized audio with the video.
Set duration — choose any length from 3 to 15 seconds.
Upload end image (optional) — provide an end frame for guided transitions.
Write your prompt — describe the motion, camera movement, and action.
Upload your image — provide the reference image to animate.

Best Use Cases

E-commerce — Bring product images to life with motion and environmental audio.
Prototyping — Quickly test visual ideas before committing to Pro-tier production.
Scene Transitions — Use start and end frames for smooth cinematic transitions.
Social Media — Produce short-form animated content at scale without breaking the budget.
Content Creation — Animate product shots, portraits, or concept art into engaging video clips.

Pro Tips

Use high-quality source images for the best video output.
Use shorter durations (3–5 s) for rapid iteration, longer (10–15 s) for final output.
Enable sound for environmental audio like rain, city ambience, or mechanical effects.
Add an end_image for controlled transitions between two visual states.
Use detailed, cinematic prompts for best results — include lighting, camera angles, and motion descriptions.

Notes

Ensure uploaded image URLs are publicly accessible.
Duration supports any value from 3 to 15 seconds.
Both prompt and image are required fields.

Kling Video O3 Pro Reference-to-Video — Create videos guided by reference images for consistent character and style.
Kling Video O3 Pro Video Edit — Edit existing videos with natural-language instructions.
Kling Video O3 Std Text-to-Video — Standard tier text-to-video generation.
Kling Video O3 Pro Image-to-Video — Maximum visual quality with O3 Pro tier.