
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.

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.

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

AI Video Enhancement on WaveSpeed vs. Traditional Methods
See why teams choose WaveSpeed for AI video enhancement over traditional methods.
Performance at a Glance
AI Video Enhancement on WaveSpeed delivers fast, reliable processing at scale.
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
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.

