WaveSpeed AI Logo
AI Video Enhancement - Upscale and improve video quality with AI
Available on WaveSpeed

AI Video Enhancement — Upscale & Improve Video Quality with AI

Turn low-quality footage into crisp, 4K video. WaveSpeed utilizes cutting-edge AI to upscale resolution, increase frame rates, and remove noise from your videos automatically.

Professional Video Enhancement Results

Whether you need to salvage blurry user-generated content or remaster archival footage, WaveSpeed's AI models deliver noticeable improvements in sharpness, motion smoothness, and detail.

Super-Resolution

Upscale from 480p/720p/1080p to full 4K with recovered texture and sharpened edges. AI-powered super-resolution adds real detail, not just interpolated pixels.

Super-Resolution - Upscale from 480p/720p/1080p to full 4K with recovered texture and sharpened edg

Frame Interpolation

Convert 24fps/30fps to smooth 60fps or higher with AI-generated intermediate frames. Movement between existing frames is analyzed to produce natural, artifact-free transitions.

Frame Interpolation - Convert 24fps/30fps to smooth 60fps or higher with AI-generated intermediate fra

Denoising & Artifact Removal

Remove grain, compression artifacts, and banding from degraded source material. Perfect for salvaging old footage, surveillance video, or heavily compressed content.

Denoising & Artifact Removal - Remove grain, compression artifacts, and banding from degraded source material.

AI Video Enhancement on WaveSpeed vs. Traditional Methods

See why teams choose WaveSpeed for AI video enhancement over traditional methods.

Upscaling quality
Blurry bilinear/bicubic interpolation
AI super-resolution with real detail recovery
Frame interpolation
Optical flow with ghosting artifacts
Deep learning with natural motion synthesis
Denoising
Basic filters that lose detail
AI denoising preserving textures and edges
Processing speed
Hours on consumer hardware
Cloud-accelerated, minutes per clip
API access
Desktop-only software, no automation
REST API + Python/JS SDKs
Cost
$3,000+/mo reserved GPU or expensive licenses
Pay per video, no minimum

Performance at a Glance

AI Video Enhancement on WaveSpeed delivers fast, reliable processing at scale.

4KMax output resolution
60fps+Frame interpolation
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.

  • Resolution upscaling up to 4K output
  • Frame interpolation for smooth 60fps+ video
  • Python & JavaScript SDKs + REST API
import wavespeed
output = wavespeed.run(
"wavespeed-ai/video-upscaler",
{
"video": "https://example.com/low-res-clip.mp4",
"target_resolution": "4k",
"copy_audio": True,
}
)
print(output["outputs"][0])

Get Any Tool You Want

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

FAQ

AI Video Enhancement uses deep learning algorithms to analyze video data and improve its quality. This includes increasing resolution (upscaling), adding frames for smoother motion (interpolation), removing grain (denoising), and correcting color or lighting issues.

Yes. Our Super-Resolution models are optimized to take standard HD (1080p) footage and upscale it to 4K, adding necessary detail and sharpness suitable for large screens.

Frame interpolation uses AI to analyze movement between two existing frames and generates a new, intermediate frame that bridges the gap. This effectively converts standard 24fps or 30fps video into smooth 60fps or higher.

No. Unlike generative video creation, video enhancement focuses on restoring and clarifying existing pixels. It aims to remain faithful to the original source material without adding unrelated objects.

Processing time depends on the input video's length, resolution, and enhancement features selected. WaveSpeed's infrastructure is accelerated to process videos faster than typical local rendering.

Most standard video formats including MP4, MOV, AVI, and MKV. The enhanced output is typically delivered as a high-bitrate MP4 file to ensure maximum compatibility and quality.

Ready to Enhance Your Videos with AI?

Start Free Trial

Ready to Experience Lightning-Fast AI Generation?