
SVD
by ModelsLabGenerate short videos from images with resolutions up to 576x1024 and customizable frame rates, ideal for creative and educational applications.
svdInput
Output
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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Better quality
Newer flagship models that generally produce stronger results.
Faster Generation
Built for speed when you are iterating on a prompt.

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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 requestsimport jsonurl = "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}")
const endpointUrl = 'https://modelslab.com/api/v6/video/text2video';const requestBody = {"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"};async function makeApiRequest() {try {const response = await fetch(endpointUrl, {method: 'POST',headers: {'Content-Type': 'application/json',},body: JSON.stringify(requestBody)});if (!response.ok) {let errorResult;try {errorResult = await response.json();} catch (e) {errorResult = { error: { message: await response.text() } };}throw new Error(`API Error (${response.status}): ${errorResult.error?.message || response.statusText || 'Unknown error'}`);}const result = await response.json();console.log('API Response:', result);return result;} catch (error) {console.error('Error making API request:', error.message);throw error;}}makeApiRequest();
curl -X POST "https://modelslab.com/api/v6/video/text2video" \-H "Content-Type: application/json" \-d '{"model_id": "svd","prompt": "A suited astronaut, with the red dust of Mars clinging to their boots, reaches out to shake hands with an alien being, their skin a shimmering blue, under the pink-tinged sky of the fourth planet. In the background, a sleek silver rocket, a beacon of human ingenuity, stands tall, its engines powered down, as the two representatives of different worlds exchange a historic greeting amidst the desolate beauty of the Martian landscape.","key": "YOUR_API_KEY"}'
<?php$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',];$ch = curl_init();curl_setopt($ch, CURLOPT_URL, $url);curl_setopt($ch, CURLOPT_POST, true);curl_setopt($ch, CURLOPT_POSTFIELDS, json_encode($data));curl_setopt($ch, CURLOPT_HTTPHEADER, $headers);curl_setopt($ch, CURLOPT_RETURNTRANSFER, true);curl_setopt($ch, CURLOPT_TIMEOUT, 30);$response = curl_exec($ch);$httpCode = curl_getinfo($ch, CURLINFO_HTTP_CODE);$curlError = curl_error($ch);if ($curlError) {echo 'Curl error: ' . $curlError;} else {echo "HTTP Status Code: " . $httpCode . "\n";$result = json_decode($response, true);if (json_last_error() !== JSON_ERROR_NONE) {echo "Error decoding JSON: " . json_last_error_msg() . "\n";echo "Raw response: " . $response . "\n";} else {echo "API Response:\n";print_r($result);}}?>
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












