> ## Documentation Index
> Fetch the complete documentation index at: https://docs.comput3.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Video Generation

> Create dynamic AI-generated videos from text prompts and images

Generate engaging videos using ComfyUI's video workflows on Comput3 Network's GPU infrastructure. Launch a GPU instance with ComfyUI and access powerful video generation capabilities.

## Quick Start

<Steps>
  <Step title="Launch GPU Instance">
    Launch a GPU instance with ComfyUI pre-configured for video generation.

    <CardGroup cols={2}>
      <Card title="Video Template" icon="video">
        Use the ComfyUI Video template with video generation workflows pre-installed.
      </Card>

      <Card title="Recommended GPU" icon="microchip">
        A100 or H100 recommended for video generation workflows due to high VRAM requirements.
      </Card>
    </CardGroup>
  </Step>

  <Step title="Access ComfyUI Video">
    Connect to your instance and open ComfyUI with video generation capabilities:

    ```bash theme={null}
    # SSH into your instance
    ssh -i your-key.pem ubuntu@<instance-ip>

    # ComfyUI Video interface
    http://<instance-ip>:8188
    ```

    <Info>
      Video generation workflows require significant VRAM. Ensure your GPU instance has at least 16GB VRAM.
    </Info>
  </Step>

  <Step title="Load Video Workflow">
    Choose from available video generation workflows in ComfyUI:

    <Tabs>
      <Tab title="Text-to-Video">
        **AnimateDiff workflows for text-to-video generation**

        * Stable Video Diffusion models
        * AnimateDiff motion modules
        * ControlNet for precise control
        * Custom motion prompts
      </Tab>

      <Tab title="Image-to-Video">
        **Animate static images**

        * SVD (Stable Video Diffusion) workflows
        * Image conditioning nodes
        * Motion strength controls
        * Frame interpolation
      </Tab>

      <Tab title="Video-to-Video">
        **Transform existing videos**

        * Style transfer workflows
        * Temporal consistency nodes
        * Frame-by-frame processing
        * Batch video processing
      </Tab>
    </Tabs>
  </Step>

  <Step title="Configure and Generate">
    Configure your workflow parameters in ComfyUI:

    <AccordionGroup>
      <Accordion title="Basic Parameters">
        **Essential settings for video generation**

        * **Prompt**: Text description of your video
        * **Frame Count**: Number of frames to generate (24 = 1 second at 24fps)
        * **Width/Height**: Video resolution (1024x576, 512x512, etc.)
        * **Seed**: For reproducible results
        * **Steps**: Denoising steps (20-50 typical range)
      </Accordion>

      <Accordion title="Motion Controls">
        **Control movement and animation**

        * **Motion Strength**: How much movement to add (0.5-1.5)
        * **Motion Module**: Choose animation style (smooth, dramatic, etc.)
        * **Context Length**: How many frames to consider for consistency
        * **FPS**: Target frame rate for output
      </Accordion>

      <Accordion title="Quality Settings">
        **Optimize for quality vs speed**

        * **Sampler**: DPM++, Euler, or other sampling methods
        * **CFG Scale**: Guidance strength (6-12 typical)
        * **Denoising Strength**: For image-to-video workflows
        * **Upscaling**: Post-process to higher resolutions
      </Accordion>
    </AccordionGroup>
  </Step>

  <Step title="Download and Use">
    Your generated video will be processed and available for download in MP4 format.

    <Info>
      Video generation typically takes 2-5 minutes depending on duration and complexity.
    </Info>
  </Step>
</Steps>

## Video Models and Capabilities

### Text-to-Video Models

<AccordionGroup>
  <Accordion title="Runway Gen-2 Style">
    **Industry-leading text-to-video generation**

    **Specifications**:

    * **Duration**: 4-16 seconds
    * **Resolution**: 1280x768, 768x1280, 1024x1024
    * **Frame Rate**: 24 FPS
    * **Aspect Ratios**: 16:9, 9:16, 1:1

    **Strengths**:

    * Exceptional prompt following
    * Smooth, realistic motion
    * High visual quality and detail
    * Great for narrative content

    **Best Use Cases**:

    * Marketing videos and ads
    * Social media content
    * Concept visualization
    * Storytelling and narrative clips

    **Pricing**: \$0.50 per 4-second segment
  </Accordion>

  <Accordion title="Pika Labs Style">
    **Creative and artistic video generation**

    **Specifications**:

    * **Duration**: 3-12 seconds
    * **Resolution**: 1024x768, 768x1024
    * **Frame Rate**: 12-24 FPS
    * **Unique Features**: Camera controls, style consistency

    **Strengths**:

    * Creative and artistic interpretations
    * Unique visual styles and effects
    * Good motion dynamics
    * Experimental and avant-garde results

    **Best Use Cases**:

    * Artistic projects and experiments
    * Creative storytelling
    * Music videos and artistic content
    * Experimental marketing

    **Pricing**: \$0.40 per 4-second segment
  </Accordion>

  <Accordion title="Stable Video Diffusion">
    **Open-source video generation**

    **Specifications**:

    * **Duration**: 2-8 seconds
    * **Resolution**: 1024x576, 576x1024
    * **Frame Rate**: 6-12 FPS
    * **Models**: SVD, SVD-XT

    **Strengths**:

    * Cost-effective generation
    * Good for simple animations
    * Consistent with Stable Diffusion aesthetics
    * Customizable and extensible

    **Best Use Cases**:

    * Simple animations and loops
    * Product demonstrations
    * Educational content
    * Budget-friendly projects

    **Pricing**: \$0.20 per 4-second segment
  </Accordion>
</AccordionGroup>

### Image-to-Video Animation

<Tabs>
  <Tab title="Static Image Animation">
    **Bring still images to life**

    ```json theme={null}
    {
      "model": "stable-video-diffusion",
      "input_image": "https://your-image.jpg",
      "motion_prompt": "gentle swaying in the wind",
      "duration": 6,
      "motion_strength": 0.7,
      "fps": 12
    }
    ```

    **Animation Types**:

    * **Subtle Motion**: Gentle movements, breathing, wind effects
    * **Camera Movement**: Zoom, pan, rotation effects
    * **Object Animation**: Moving elements within the scene
    * **Atmospheric Effects**: Flowing water, moving clouds, fire
  </Tab>

  <Tab title="Cinemagraph Creation">
    **Create seamless loops with selective motion**

    ```python theme={null}
    response = requests.post(api_url, json={
        "model": "runway-gen2",
        "input_image": "https://cafe-scene.jpg",
        "motion_prompt": "steam rising from coffee cup, everything else static",
        "duration": 4,
        "loop": True,
        "motion_strength": 0.3
    })
    ```

    **Popular Cinemagraph Effects**:

    * Steam or smoke rising
    * Water flowing or dripping
    * Flickering lights or flames
    * Hair or fabric moving in breeze
    * Blinking eyes or subtle expressions
  </Tab>

  <Tab title="Product Animation">
    **Animate product images for marketing**

    ```json theme={null}
    {
      "model": "pika-labs",
      "input_image": "https://product-photo.jpg",
      "motion_prompt": "360-degree rotation, studio lighting",
      "duration": 8,
      "camera_movement": "orbital",
      "background": "maintain_original"
    }
    ```
  </Tab>
</Tabs>

## Advanced Video Prompting

### Effective Video Prompts

<AccordionGroup>
  <Accordion title="Motion Description">
    **Describe the type and quality of movement**

    **Camera Movement**:

    * "slow zoom in on the subject"
    * "smooth panning from left to right"
    * "orbital camera movement around object"
    * "handheld camera, slight shake"
    * "drone shot, rising upward"

    **Subject Movement**:

    * "person walking slowly toward camera"
    * "leaves falling gently from tree"
    * "waves crashing against rocks"
    * "bird flying in slow motion"
    * "dancer spinning gracefully"
  </Accordion>

  <Accordion title="Pacing and Timing">
    **Control the speed and rhythm of motion**

    * "slow motion, dreamy pace"
    * "fast-paced, energetic movement"
    * "gradual acceleration"
    * "rhythmic, pulsing motion"
    * "sudden, dramatic movement"
    * "gentle, flowing transitions"
  </Accordion>

  <Accordion title="Visual Style">
    **Specify the aesthetic and mood**

    * "cinematic quality, film grain"
    * "bright and vibrant colors"
    * "moody, dramatic lighting"
    * "soft, ethereal atmosphere"
    * "high contrast, bold shadows"
    * "vintage film aesthetic"
  </Accordion>

  <Accordion title="Scene Composition">
    **Describe the overall scene structure**

    * "wide establishing shot of landscape"
    * "close-up focus on facial expressions"
    * "medium shot with shallow depth of field"
    * "bird's eye view of the action"
    * "intimate, personal perspective"
  </Accordion>
</AccordionGroup>

### Motion Control Parameters

<Tabs>
  <Tab title="Motion Strength">
    **Control the intensity of movement**

    ```json theme={null}
    {
      "motion_strength": 0.3,  // Subtle, gentle movement
      "motion_strength": 0.7,  // Moderate, noticeable motion
      "motion_strength": 1.0   // Strong, dramatic movement
    }
    ```

    **Guidelines**:

    * **0.1-0.3**: Subtle effects (breathing, gentle sway)
    * **0.4-0.7**: Moderate motion (walking, flowing)
    * **0.8-1.0**: Dramatic action (running, dancing)
  </Tab>

  <Tab title="Camera Controls">
    **Direct camera movement and framing**

    ```json theme={null}
    {
      "camera_movement": "pan_right",
      "zoom": "slow_zoom_in", 
      "angle": "low_angle",
      "focus": "rack_focus_foreground_to_background"
    }
    ```

    **Camera Options**:

    * Movement: static, pan, tilt, orbit, dolly
    * Zoom: zoom\_in, zoom\_out, static
    * Angle: eye\_level, low\_angle, high\_angle
    * Focus: static, rack\_focus, follow\_focus
  </Tab>

  <Tab title="Temporal Effects">
    **Control timing and rhythm**

    ```json theme={null}
    {
      "speed": "slow_motion",
      "rhythm": "steady",
      "acceleration": "gradual_speedup",
      "loop": true
    }
    ```
  </Tab>
</Tabs>

## Video Enhancement and Post-Processing

### Upscaling and Quality Enhancement

<AccordionGroup>
  <Accordion title="Video Super-Resolution">
    **Enhance video resolution and quality**

    ```bash curl theme={null}
    curl -X POST "https://api.comput3.ai/v1/enhance/video-upscale" \
      -H "Authorization: Bearer YOUR_API_KEY" \
      -H "Content-Type: application/json" \
      -d '{
        "video_url": "https://your-video.mp4",
        "scale_factor": 2,
        "model": "real-esrgan-video",
        "enhance_faces": true
      }'
    ```

    **Options**:

    * Scale factors: 2x, 4x
    * Face enhancement: Improve facial details
    * Noise reduction: Remove compression artifacts
    * Frame interpolation: Increase frame rate
  </Accordion>

  <Accordion title="Frame Interpolation">
    **Increase frame rate for smoother motion**

    ```json theme={null}
    {
      "video_url": "https://your-video.mp4",
      "target_fps": 60,
      "interpolation_model": "rife",
      "preserve_motion": true
    }
    ```

    **Benefits**:

    * Smoother motion appearance
    * Better slow-motion effects
    * Improved playback quality
    * Professional video standards
  </Accordion>

  <Accordion title="Stabilization">
    **Reduce camera shake and improve stability**

    ```python theme={null}
    response = requests.post(api_url, json={
        "video_url": "https://shaky-video.mp4",
        "stabilization_strength": 0.8,
        "crop_to_stabilize": True,
        "smooth_motion": True
    })
    ```
  </Accordion>
</AccordionGroup>

### Style Transfer and Effects

<Tabs>
  <Tab title="Artistic Style Transfer">
    **Apply artistic styles to videos**

    ```json theme={null}
    {
      "video_url": "https://your-video.mp4",
      "style": "oil_painting",
      "strength": 0.7,
      "temporal_consistency": true,
      "preserve_faces": false
    }
    ```

    **Available Styles**:

    * Oil painting, watercolor, pencil sketch
    * Pop art, abstract, impressionist
    * Anime, cartoon, comic book
    * Film noir, vintage, retro
  </Tab>

  <Tab title="Color Grading">
    **Professional color correction and grading**

    ```json theme={null}
    {
      "video_url": "https://your-video.mp4",
      "color_profile": "cinematic",
      "brightness": 0.1,
      "contrast": 0.2,
      "saturation": 0.15,
      "temperature": "warm"
    }
    ```
  </Tab>

  <Tab title="Visual Effects">
    **Add special effects and filters**

    ```python theme={null}
    effects = [
        {"type": "motion_blur", "strength": 0.5},
        {"type": "lens_flare", "position": [0.7, 0.3]},
        {"type": "particle_system", "particles": "snow"},
        {"type": "depth_of_field", "focus_distance": 0.8}
    ]
    ```
  </Tab>
</Tabs>

## Video Formats and Export Options

### Output Formats

<Tabs>
  <Tab title="MP4 (Recommended)">
    **Universal compatibility and good compression**

    * **Codec**: H.264 or H.265
    * **Quality**: High quality with reasonable file size
    * **Compatibility**: Works everywhere
    * **Use Cases**: Social media, web, general distribution

    ```json theme={null}
    {
      "format": "mp4",
      "codec": "h264",
      "quality": "high",
      "bitrate": "auto"
    }
    ```
  </Tab>

  <Tab title="WebM">
    **Optimized for web playback**

    * **Codec**: VP9 or AV1
    * **Quality**: Excellent compression efficiency
    * **Compatibility**: Modern browsers
    * **Use Cases**: Web applications, streaming

    ```json theme={null}
    {
      "format": "webm",
      "codec": "vp9",
      "quality": "high"
    }
    ```
  </Tab>

  <Tab title="GIF">
    **For short loops and social media**

    * **Duration**: Best for 2-6 seconds
    * **Quality**: Lower file sizes
    * **Compatibility**: Universal
    * **Use Cases**: Social media, messaging, web

    ```json theme={null}
    {
      "format": "gif",
      "fps": 12,
      "optimize": true,
      "loop": true
    }
    ```
  </Tab>
</Tabs>

### Quality and Compression Settings

<AccordionGroup>
  <Accordion title="High Quality (Minimal Compression)">
    **For professional use and archival**

    ```json theme={null}
    {
      "bitrate": "high",
      "compression": "minimal",
      "quality_preset": "professional"
    }
    ```

    * Larger file sizes
    * Maximum detail preservation
    * Best for editing and professional use
  </Accordion>

  <Accordion title="Balanced (Recommended)">
    **Good quality with reasonable file sizes**

    ```json theme={null}
    {
      "bitrate": "medium",
      "compression": "balanced", 
      "quality_preset": "standard"
    }
    ```

    * Good balance of quality and size
    * Suitable for most use cases
    * Recommended for social media and web
  </Accordion>

  <Accordion title="Optimized (High Compression)">
    **Smallest file sizes for bandwidth-limited scenarios**

    ```json theme={null}
    {
      "bitrate": "low",
      "compression": "aggressive",
      "quality_preset": "mobile"
    }
    ```

    * Smallest file sizes
    * May sacrifice some quality
    * Good for mobile and slow connections
  </Accordion>
</AccordionGroup>

## Batch Video Generation

### Generating Video Series

<CodeGroup>
  ```python Python Batch theme={null}
  import requests
  import time

  def generate_video_series(prompts, model="runway-gen2"):
      results = []
      
      for i, prompt in enumerate(prompts):
          response = requests.post(
              "https://api.comput3.ai/v1/generate/video",
              headers={"Authorization": "Bearer YOUR_API_KEY"},
              json={
                  "model": model,
                  "prompt": prompt,
                  "duration": 6,
                  "width": 1280,
                  "height": 768,
                  "fps": 24
              }
          )
          
          result = response.json()
          results.append({
              "prompt": prompt,
              "video_id": result["id"],
              "status": result["status"]
          })
          
          # Wait between requests to avoid rate limiting
          time.sleep(2)
      
      return results

  # Generate a series of related videos
  story_prompts = [
      "A person walking through a forest path at dawn",
      "The same person discovering a hidden waterfall",
      "Close-up of wonder and amazement on their face",
      "Wide shot of the magnificent waterfall scene"
  ]

  video_series = generate_video_series(story_prompts)
  ```

  ```bash CLI Batch theme={null}
  # Generate multiple videos from a prompt file
  c3 generate video-batch \
    --prompts-file story_prompts.txt \
    --model runway-gen2 \
    --duration 6 \
    --size 1280x768

  # Generate variations of a single concept
  c3 generate video-variations \
    --base-prompt "A cat playing in a garden" \
    --variations "sunny day,rainy day,autumn leaves,snow" \
    --count 4
  ```

  ```javascript Node.js Queue theme={null}
  const generateVideoQueue = async (prompts) => {
    const queue = [];
    
    for (const prompt of prompts) {
      queue.push(
        fetch('https://api.comput3.ai/v1/generate/video', {
          method: 'POST',
          headers: {
            'Authorization': `Bearer ${process.env.COMPUT3_API_KEY}`,
            'Content-Type': 'application/json'
          },
          body: JSON.stringify({
            model: 'runway-gen2',
            prompt: prompt,
            duration: 8,
            width: 1280,
            height: 768
          })
        }).then(res => res.json())
      );
      
      // Stagger requests to avoid overwhelming the API
      await new Promise(resolve => setTimeout(resolve, 3000));
    }
    
    return Promise.all(queue);
  };
  ```
</CodeGroup>

### Video Concatenation and Editing

<Tabs>
  <Tab title="Concatenate Videos">
    **Combine multiple generated videos into one**

    ```json theme={null}
    {
      "video_urls": [
        "https://video1.mp4",
        "https://video2.mp4", 
        "https://video3.mp4"
      ],
      "transitions": [
        {"type": "fade", "duration": 0.5},
        {"type": "crossfade", "duration": 1.0}
      ],
      "output_format": "mp4"
    }
    ```
  </Tab>

  <Tab title="Add Audio">
    **Combine video with audio tracks**

    ```json theme={null}
    {
      "video_url": "https://your-video.mp4",
      "audio_url": "https://background-music.mp3",
      "audio_volume": 0.7,
      "fade_in": 1.0,
      "fade_out": 2.0
    }
    ```
  </Tab>

  <Tab title="Add Text Overlays">
    **Include titles, captions, and text elements**

    ```python theme={null}
    overlay_config = {
        "video_url": "https://your-video.mp4",
        "text_overlays": [
            {
                "text": "Chapter 1: The Journey Begins",
                "position": "center",
                "start_time": 1.0,
                "duration": 3.0,
                "style": {
                    "font": "Arial",
                    "size": 24,
                    "color": "white",
                    "background": "semi_transparent_black"
                }
            }
        ]
    }
    ```
  </Tab>
</Tabs>

## Commercial Use and Pricing

### Pricing Structure

<Info>
  Video generation pricing is based on duration, resolution, and model complexity. All prices include processing and storage.
</Info>

**Text-to-Video**:

* **Runway Gen-2 Style**: \$0.50 per 4-second segment
* **Pika Labs Style**: \$0.40 per 4-second segment
* **Stable Video**: \$0.20 per 4-second segment

**Image-to-Video**:

* **Standard Animation**: \$0.25 per 4-second segment
* **Advanced Motion**: \$0.35 per 4-second segment

**Video Enhancement**:

* **Upscaling**: \$0.15 per 4-second segment
* **Style Transfer**: \$0.20 per 4-second segment
* **Stabilization**: \$0.10 per 4-second segment

### Usage Rights

<AccordionGroup>
  <Accordion title="Personal Use">
    **Included with all plans**

    ✅ **Allowed**:

    * Personal projects and social media
    * Educational and research purposes
    * Portfolio and creative work
    * Non-commercial content creation
  </Accordion>

  <Accordion title="Commercial License">
    **Available with Pro and Enterprise plans**

    ✅ **Allowed**:

    * Marketing and advertising campaigns
    * Social media marketing
    * Product demonstrations
    * Client work and services
    * Broadcast and streaming content

    **Restrictions**:

    * Attribution may be required
    * Some models have usage limitations
    * High-volume use may require special licensing
  </Accordion>

  <Accordion title="Broadcast License">
    **For television, film, and major media**

    ✅ **Includes**:

    * Television and film use
    * Streaming platform content
    * Major advertising campaigns
    * No attribution requirements
    * Extended usage rights

    **Contact sales for pricing and terms**
  </Accordion>
</AccordionGroup>

## Troubleshooting and Optimization

### Common Issues

<AccordionGroup>
  <Accordion title="Poor Motion Quality">
    **Symptoms**: Jerky, unnatural, or inconsistent movement

    **Solutions**:

    * Adjust motion strength (try 0.5-0.8 range)
    * Use more specific motion descriptions
    * Try different models for different motion types
    * Increase duration for smoother motion
    * Use temporal consistency settings

    **Example Improvements**:
    ❌ "Person moving"
    ✅ "Person walking slowly and smoothly toward camera"
  </Accordion>

  <Accordion title="Temporal Inconsistency">
    **Symptoms**: Flickering, objects changing appearance between frames

    **Solutions**:

    * Enable temporal consistency options
    * Use more detailed and specific prompts
    * Avoid overly complex scenes
    * Try different sampling methods
    * Consider using image-to-video for more control
  </Accordion>

  <Accordion title="Long Generation Times">
    **Symptoms**: Videos taking longer than expected to generate

    **Solutions**:

    * Reduce video duration for faster processing
    * Lower resolution if quality allows
    * Use faster models for iteration
    * Generate during off-peak hours
    * Check system status for any delays
  </Accordion>

  <Accordion title="Prompt Not Followed">
    **Symptoms**: Generated video doesn't match description

    **Solutions**:

    * Be more specific about motion and camera work
    * Break complex prompts into simpler descriptions
    * Use reference images when available
    * Try different models that specialize in your content type
    * Iterate with variations of the prompt
  </Accordion>
</AccordionGroup>

### Optimization Tips

<CardGroup cols={2}>
  <Card title="Quality Optimization" icon="star">
    * Use detailed, specific prompts
    * Choose appropriate models for content type
    * Consider motion strength carefully
    * Use reference images when possible
  </Card>

  <Card title="Cost Optimization" icon="dollar-sign">
    * Start with shorter durations for testing
    * Use appropriate resolution for final use
    * Batch similar requests together
    * Choose cost-effective models when quality allows
  </Card>

  <Card title="Speed Optimization" icon="zap">
    * Use faster models for iteration
    * Generate during off-peak hours
    * Prepare detailed prompts in advance
    * Use batch processing for multiple videos
  </Card>

  <Card title="Workflow Optimization" icon="cogs">
    * Save successful prompts and settings
    * Plan video sequences in advance
    * Use storyboards for complex projects
    * Organize generated content with metadata
  </Card>
</CardGroup>

## Creative Applications

### Marketing and Advertising

* **Product Demos**: Showcase products in action
* **Brand Storytelling**: Create engaging brand narratives
* **Social Media Content**: Generate eye-catching video posts
* **Explainer Videos**: Visualize complex concepts

### Entertainment and Media

* **Music Videos**: Create artistic visuals for music
* **Short Films**: Generate scenes and sequences
* **Game Trailers**: Create promotional content
* **Documentary B-roll**: Generate supporting footage

### Education and Training

* **Educational Content**: Visualize learning materials
* **Training Videos**: Create instructional content
* **Scientific Visualization**: Illustrate complex processes
* **Historical Recreation**: Visualize historical events

### Art and Creative Projects

* **Digital Art**: Create moving art pieces
* **Experimental Film**: Explore new visual styles
* **Interactive Installations**: Generate dynamic content
* **NFT Collections**: Create unique digital collectibles

## Next Steps

<CardGroup cols={3}>
  <Card title="Advanced Techniques" icon="graduation-cap" href="/generate-medias/advanced">
    Learn advanced video generation techniques and workflows.
  </Card>

  <Card title="API Reference" icon="code" href="/api">
    Complete API documentation for video generation endpoints.
  </Card>

  <Card title="Community" icon="users" href="https://discord.gg/comput3">
    Join our community to share creations and get help.
  </Card>
</CardGroup>