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SVD

by ModelsLab

Generate short videos from images with resolutions up to 576x1024 and customizable frame rates, ideal for creative and educational applications.

svd
Open Source ModelUnlimited UsageLLMs.txt
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Input

$0.0047 per video generation

Output

Sample

SVD

SVD Image to Video

Build Videos from Images

  • Fast InferenceImage to VideoConvert static images to 14-25 frame videos at 1024x576 resolution.
  • Motion ControlAdjustable FPSSet frame rates from 3-30 FPS for smooth SVD video generation.
  • Low VRAMEfficient GenerationRun SVD model on 8GB GPUs like GTX 1080 in under 2 minutes.

SVD questions

What is the SVD model?
SVD is Stability AI's image-to-video latent diffusion model. It generates 14-25 frames from a single conditioning image. Fast endpoint supports 1024x576 resolution.
How does SVD video generation work?
SVD injects realistic motion into input images using temporal layers. Pre-trained on images then videos for consistency. Outputs smooth clips in 2 minutes or less.
What is ksvd in SVD context?
k-SVD refers to sparse coding techniques in svd neural network training. Enhances SVD model efficiency for video synthesis. Used in latent semantic analysis SVD variants.
What are SVD API requirements?
SVD API needs an input image for image-to-video endpoint. Supports low VRAM setups like 8GB GPUs. Generation time around 2 minutes on standard hardware.
Can SVD handle custom frame rates?
SVD supports 3-30 FPS output. Adjust motion bucket and augmentation for desired video dynamics. Higher FPS reduces choppiness in SVD video generation.
Is SVD based on latent semantic analysis?
SVD leverages latent diffusion similar to semantic analysis principles. Extends Stable Diffusion for video. Focuses on temporal consistency over text semantics.

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About SVD

Generate short videos from images with resolutions up to 576x1024 and customizable frame rates, ideal for creative and educational applications.

SVD facts

Provider
ModelsLab
Price
$0.05 per generation
Added to ModelsLab
May 27, 2024
Model ID
svd

Key Features

  • AI video generation from text or image input
  • Motion control and camera movement parameters
  • Adjustable frame rate and video duration
  • High-quality cinematic output up to 1080p
  • Native audio generation support

Quick Start

Integrate SVD into your application with a single API call. Get your API key from the pricing page to get started.

import requests
import json
url = "https://modelslab.com/api/v6/video/text2video"
headers = {
"Content-Type": "application/json"
}
data = {
"model_id": "svd",
"prompt": "A suited astronaut, with the red dust of Mars clinging to their boots, reaches out to shake hands with an alien being, their skin a shimmering blue, under the pink-tinged sky of the fourth planet. In the background, a sleek silver rocket, a beacon of human ingenuity, stands tall, its engines powered down, as the two representatives of different worlds exchange a historic greeting amidst the desolate beauty of the Martian landscape.",
"key": "YOUR_API_KEY"
}
try:
response = requests.post(url, headers=headers, json=data)
response.raise_for_status() # Raises an HTTPError for bad responses (4XX or 5XX)
result = response.json()
print("API Response:")
print(json.dumps(result, indent=2))
except requests.exceptions.HTTPError as http_err:
print(f"HTTP error occurred: {http_err} - {response.text}")
except Exception as err:
print(f"Other error occurred: {err}")

Pricing

SVD API costs $0.05 per generation. Plans start at $21/month, and open-source models are unlimited on the $149/month plan. View pricing plans

Use Cases

  • Marketing and promotional video creation
  • Social media short-form video content
  • Product demos and explainer videos
  • Creative storytelling and animation

SVD FAQ

Generate short videos from images with resolutions up to 576x1024 and customizable frame rates, ideal for creative and educational applications.

You can integrate SVD into your application with a single API call. Sign up on ModelsLab to get your API key, then use the model ID "svd" in your API requests. We provide SDKs for Python, JavaScript, and cURL examples in the API documentation.

SVD costs $0.05 per generation. ModelsLab plans start at $21/month (Basic), and the $149/month Open Source plan includes unlimited generation on open-source models.

The model ID for SVD is "svd". Use this ID in your API requests to specify this model.

Yes. ModelsLab is subscription-based with no free tier — plans start at $21/month (Basic, 3,250 API calls). The $149/month Open Source Unlimited plan includes unlimited generation across open-source models; premium third-party models are billed per call from your wallet.