fal-video-to-video

name

fal-video-to-video

description

Complete fal.ai video-to-video system. PROACTIVELY activate for: (1) Kling O1 video editing, (2) Sora Remix transformation, (3) Video upscaling, (4) Frame interpolation, (5) Style transfer (anime, painting), (6) Object replacement/removal, (7) Color correction, (8) Video enhancement pipelines. Provides: Edit types (general/style/object), upscaling options, style keywords, enhancement workflows. Ensures consistent video transformation without flickering.

Quick Reference

Task	Endpoint	Key Parameter
Style/Edit	fal-ai/kling-video/o1/video-to-video/edit	edit_type
Remix	fal-ai/sora/remix	prompt
Upscale	fal-ai/video-upscaler	scale: 2,4
Interpolate	fal-ai/frame-interpolation	target_fps

Edit Type	Use Case
general	Color, lighting, quality
style	Anime, painting, noir
object	Replace/remove elements

Style Keyword	Effect
"anime style"	Japanese animation
"oil painting"	Textured brushstrokes
"noir"	High contrast B&W
"cyberpunk"	Neon futuristic

Upscale	Size Impact
2x	4x file size
4x	16x file size

When to Use This Skill

Use for video editing and transformation:

• Applying style transfer to videos
• Upscaling low-resolution videos
• Increasing frame rate for smooth motion
• Replacing or removing objects
• Enhancing video quality

Related skills:

• For text-to-video: see fal-text-to-video
• For image-to-video: see fal-image-to-video
• For model selection: see fal-model-guide

---

fal.ai Video-to-Video Models

Complete reference for video editing, transformation, and upscaling models on fal.ai.

Kling O1 Video Editing

Kling O1 Video-to-Video Edit

Endpoint: fal-ai/kling-video/o1/video-to-video/edit Best For: Comprehensive video editing and transformation

import { fal } from "@fal-ai/client";

const result = await fal.subscribe("fal-ai/kling-video/o1/video-to-video/edit", {
  input: {
    prompt: "Transform into an anime style with vibrant colors",
    video_url: "https://example.com/original-video.mp4",
    edit_type: "style",
    negative_prompt: "blurry, distorted, low quality"
  }
});

console.log(result.video.url);

import fal_client

result = fal_client.subscribe(
    "fal-ai/kling-video/o1/video-to-video/edit",
    arguments={
        "prompt": "Transform into anime style",
        "video_url": "https://example.com/video.mp4",
        "edit_type": "style"
    }
)
print(result["video"]["url"])

Edit Types:

Type	Description	Use Case
general	General purpose editing	Any transformation
style	Style transfer	Artistic effects
object	Object replacement/editing	Change specific elements

Parameters:

Parameter	Type	Description
prompt	string	Editing instruction
video_url	string	Source video URL
edit_type	string	"general", "style", "object"
negative_prompt	string	What to avoid

Kling O1 Examples

Style Transfer:

const result = await fal.subscribe("fal-ai/kling-video/o1/video-to-video/edit", {
  input: {
    prompt: "Transform into a watercolor painting style with soft brushstrokes",
    video_url: sourceVideoUrl,
    edit_type: "style",
    negative_prompt: "harsh edges, digital artifacts"
  }
});

Object Editing:

const result = await fal.subscribe("fal-ai/kling-video/o1/video-to-video/edit", {
  input: {
    prompt: "Change the red car to a blue sports car",
    video_url: sourceVideoUrl,
    edit_type: "object"
  }
});

General Transformation:

const result = await fal.subscribe("fal-ai/kling-video/o1/video-to-video/edit", {
  input: {
    prompt: "Make it look like a sunny summer day instead of overcast",
    video_url: sourceVideoUrl,
    edit_type: "general"
  }
});

Sora 2 Remix

Sora Remix (Video Transformation)

Endpoint: fal-ai/sora/remix Best For: Creative video remixing and transformation

const result = await fal.subscribe("fal-ai/sora/remix", {
  input: {
    prompt: "Transform this into a cinematic sci-fi scene with futuristic elements",
    video_url: "https://example.com/original.mp4",
    aspect_ratio: "16:9"
  }
});

console.log(result.video.url);

Sora Remix Parameters:

Parameter	Type	Description
prompt	string	Transformation description
video_url	string	Source video URL
aspect_ratio	string	"16:9", "9:16", "1:1"

Video Upscaling

Video Upscaler

Endpoint: fal-ai/video-upscaler Best For: Enhance video resolution

const result = await fal.subscribe("fal-ai/video-upscaler", {
  input: {
    video_url: "https://example.com/low-res-video.mp4",
    scale: 2  // 2x or 4x upscale
  }
});

console.log(result.video.url);

result = fal_client.subscribe(
    "fal-ai/video-upscaler",
    arguments={
        "video_url": "https://example.com/video.mp4",
        "scale": 2
    }
)

Parameters:

Parameter	Type	Values	Description
video_url	string	-	Source video URL
scale	number	2, 4	Upscale factor

TopazVideoAI (if available)

Endpoint: fal-ai/topaz-video-ai Best For: Professional video enhancement

const result = await fal.subscribe("fal-ai/topaz-video-ai", {
  input: {
    video_url: "https://example.com/video.mp4",
    enhancement_type: "upscale",
    target_resolution: "4k"
  }
});

Video Frame Interpolation

Frame Interpolation

Endpoint: fal-ai/frame-interpolation Best For: Smooth motion, increase frame rate

const result = await fal.subscribe("fal-ai/frame-interpolation", {
  input: {
    video_url: "https://example.com/24fps-video.mp4",
    target_fps: 60,
    interpolation_mode: "smooth"
  }
});

Parameters:

Parameter	Type	Description
video_url	string	Source video
target_fps	number	Target frame rate (30, 60, 120)
interpolation_mode	string	"smooth", "natural"

Video Style Transfer

General Style Transfer Pipeline

// Apply artistic style to video
async function applyVideoStyle(videoUrl: string, style: string) {
  const result = await fal.subscribe("fal-ai/kling-video/o1/video-to-video/edit", {
    input: {
      prompt: `Transform into ${style} style`,
      video_url: videoUrl,
      edit_type: "style"
    }
  });
  return result.video.url;
}

// Usage
const animeVideo = await applyVideoStyle(originalVideo, "anime");
const oilPaintingVideo = await applyVideoStyle(originalVideo, "oil painting");
const pixelArtVideo = await applyVideoStyle(originalVideo, "pixel art");

Style Keywords

Style	Prompt Example
Anime	"Japanese anime style, cel shading"
Watercolor	"Soft watercolor painting with flowing colors"
Oil Painting	"Classical oil painting, textured brushstrokes"
Pixel Art	"8-bit pixel art retro game style"
Noir	"Black and white film noir, high contrast"
Cyberpunk	"Neon cyberpunk aesthetic, futuristic"
Sketch	"Hand-drawn pencil sketch style"
Comic	"Comic book style with bold outlines"

Video Enhancement Techniques

Denoising

const result = await fal.subscribe("fal-ai/kling-video/o1/video-to-video/edit", {
  input: {
    prompt: "Clean and enhance video quality, reduce noise and grain",
    video_url: noisyVideoUrl,
    edit_type: "general",
    negative_prompt: "grainy, noisy, artifacts"
  }
});

Color Correction

const result = await fal.subscribe("fal-ai/kling-video/o1/video-to-video/edit", {
  input: {
    prompt: "Enhance colors to be more vibrant and natural, improve contrast",
    video_url: flatVideoUrl,
    edit_type: "general"
  }
});

Lighting Enhancement

const result = await fal.subscribe("fal-ai/kling-video/o1/video-to-video/edit", {
  input: {
    prompt: "Improve lighting, add warm golden hour glow",
    video_url: darkVideoUrl,
    edit_type: "general"
  }
});

Video Object Editing

Object Replacement

const result = await fal.subscribe("fal-ai/kling-video/o1/video-to-video/edit", {
  input: {
    prompt: "Replace the bicycle with a motorcycle",
    video_url: sourceVideoUrl,
    edit_type: "object"
  }
});

Object Removal

const result = await fal.subscribe("fal-ai/kling-video/o1/video-to-video/edit", {
  input: {
    prompt: "Remove the person in the background, fill with natural scenery",
    video_url: sourceVideoUrl,
    edit_type: "object"
  }
});

Object Addition

const result = await fal.subscribe("fal-ai/kling-video/o1/video-to-video/edit", {
  input: {
    prompt: "Add falling snow throughout the scene",
    video_url: sourceVideoUrl,
    edit_type: "object"
  }
});

Complete Parameter Reference

interface VideoToVideoInput {
  // Required
  video_url: string;

  // For editing models
  prompt?: string;
  edit_type?: "general" | "style" | "object";
  negative_prompt?: string;

  // For upscaling
  scale?: number;  // 2 or 4

  // For frame interpolation
  target_fps?: number;
  interpolation_mode?: string;

  // Output
  aspect_ratio?: string;
}

Workflow Examples

Complete Video Enhancement Pipeline

async function enhanceVideo(sourceUrl: string) {
  // 1. Upscale resolution
  const upscaled = await fal.subscribe("fal-ai/video-upscaler", {
    input: {
      video_url: sourceUrl,
      scale: 2
    }
  });

  // 2. Enhance quality
  const enhanced = await fal.subscribe("fal-ai/kling-video/o1/video-to-video/edit", {
    input: {
      prompt: "Enhance video quality, improve sharpness and colors",
      video_url: upscaled.video.url,
      edit_type: "general"
    }
  });

  // 3. Smooth motion (optional)
  const smoothed = await fal.subscribe("fal-ai/frame-interpolation", {
    input: {
      video_url: enhanced.video.url,
      target_fps: 60
    }
  });

  return smoothed.video.url;
}

Style Transfer Workflow

async function styleTransferVideo(
  sourceUrl: string,
  targetStyle: string
) {
  // Apply style transformation
  const styled = await fal.subscribe("fal-ai/kling-video/o1/video-to-video/edit", {
    input: {
      prompt: `Transform into ${targetStyle} style, maintain motion consistency`,
      video_url: sourceUrl,
      edit_type: "style",
      negative_prompt: "flickering, inconsistent, artifacts"
    }
  });

  return styled.video.url;
}

// Usage
const animeVersion = await styleTransferVideo(original, "anime");
const paintingVersion = await styleTransferVideo(original, "impressionist oil painting");

Batch Video Processing

async function processVideosBatch(
  videos: string[],
  transformation: string
) {
  const results = await Promise.all(
    videos.map(video =>
      fal.subscribe("fal-ai/kling-video/o1/video-to-video/edit", {
        input: {
          prompt: transformation,
          video_url: video,
          edit_type: "general"
        }
      })
    )
  );

  return results.map(r => r.video.url);
}

Model Comparison

Model	Editing	Style	Upscale	Speed
Kling O1	Full	Full	No	Medium
Sora Remix	Limited	Full	No	Slow
Video Upscaler	No	No	Full	Fast

Best Practices

For Style Transfer

1. Be consistent - Use specific style descriptions
2. Avoid flickering - Add "consistent" to negative prompt
3. Test on clips - Process short segments first
4. Maintain identity - Don't over-transform

For Object Editing

1. Be specific - Name exact objects to change
2. Provide context - Describe replacement clearly
3. Consider motion - Ensure edits work with movement
4. Check boundaries - Object edges should blend naturally

For Upscaling

1. Source quality matters - Clean input = better output
2. Don't over-upscale - 2x usually sufficient
3. Consider file size - Higher res = larger files
4. Test first - Preview with short clip

For General Enhancement

1. Incremental changes - Don't try to fix everything at once
2. Preserve intent - Keep original mood/style
3. Check artifacts - Look for introduced errors
4. Iterate - Multiple passes may be needed

Common Issues and Solutions

Issue	Cause	Solution
Flickering	Inconsistent frames	Add "consistent, stable" to prompt
Color shifts	Over-aggressive editing	Use gentler prompts
Lost details	Too much transformation	Reduce edit intensity
Artifacts	Compression issues	Use higher quality source
Motion blur	Frame interpolation	Use "natural" mode

File Size Considerations

Operation	Size Impact
2x Upscale	4x larger
4x Upscale	16x larger
Frame interpolation	2-4x larger
Style transfer	Similar size

Always consider storage and bandwidth when processing videos.