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Enhance Videos - AI video upscaling and restoration to 4K quality
Available on WaveSpeed

Enhance Videos — AI Upscaling & Restoration to 4K

Revive low-quality footage with AI. Upscale video resolution to 4K, remove noise, restore lost details, and smooth motion. Works on smartphone clips, old VHS tapes, and surveillance footage.

Professional Enhancement Tools

A complete toolkit to fix every video quality issue, powered by state-of-the-art AI models.

AI Video Upscaling

Upscale 720p to 4K with intelligent detail reconstruction. Our models add real detail rather than blurry interpolation, producing sharp results suitable for broadcast and streaming.

AI Video Upscaling - Upscale 720p to 4K with intelligent detail reconstruction. Our models add real d

Noise Reduction & Restoration

Remove grain, compression artifacts, and noise while preserving fine detail. Ideal for restoring old footage, surveillance video, and low-light recordings.

Noise Reduction & Restoration - Remove grain, compression artifacts, and noise while preserving fine detail. Ide

Motion Smoothing & Frame Interpolation

Increase frame rate from 24fps to 60fps or higher with AI-generated intermediate frames. Produce buttery-smooth slow motion without dedicated high-speed cameras.

Motion Smoothing & Frame Interpolation - Increase frame rate from 24fps to 60fps or higher with AI-generated intermediate

Video Enhancement on WaveSpeed vs. Traditional Upscaling

See why teams choose WaveSpeed video enhancement over traditional upscaling.

Upscale quality
Blurry bicubic interpolation
AI-reconstructed real detail to 4K
Noise handling
Heavy blur destroys detail
Smart denoising preserves fine detail
Frame interpolation
Not available
24fps to 60fps+ AI-generated frames
Infrastructure
Self-hosted GPU management
Fully managed, auto-scaling
API access
No standard API available
REST API + Python/JS SDKs
Cost
$3,000+/mo reserved GPU
Pay per video, no minimum

Performance at a Glance

Video enhancement on WaveSpeed delivers broadcast-quality results at scale.

4KMax output resolution
3-5minPer minute of video
99.99%Uptime SLA
$0No upfront costs

Integrate in Minutes

Production-ready SDKs for Python and JavaScript. REST API with full OpenAPI spec. Webhook support for async jobs.

  • Up to 4x resolution upscaling
  • Frame interpolation to 60fps+
  • Python & JavaScript SDKs + REST API
import wavespeed
output = wavespeed.run(
"wavespeed-ai/enhance-video",
{
"video": "https://example.com/input.mp4",
"target_resolution": "4k",
"denoise": True,
}
)
print(output["outputs"][0])

Get Any Tool You Want

1000+ models across image, video, audio, and 3D — all through one API.

FAQ

We typically recommend a 2x to 4x upscale. For example, turning a 720p video into 4K (2160p). Going beyond 4x often introduces artificial-looking details, but our models are tuned to balance sharpness with realism.

No. Our enhancement process only processes the visual stream. The original audio track is preserved bit-perfectly and re-muxed into the final enhanced video file.

While AI can sharpen text significantly, "CSI-style" enhancement of completely unreadable text is often impossible if the information is not in the pixels. Results vary based on the source quality.

It depends on the target resolution and frame rate. Upscaling a 1-minute video to 4K usually takes 3-5 minutes on our cloud GPUs. Frame interpolation is generally faster.

We accept all major video formats including MP4, MOV, AVI, and MKV. The output is typically a high-bitrate MP4 (H.264/H.265) for maximum compatibility.

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