AI Video Edit Models — Professional Post-Production API
AI-powered video editing and post-production models. Automate object removal, style transfer, upscaling, and frame interpolation with professional-grade results.
AI Video Editing Capabilities
Specialized models for every stage of the post-production pipeline — from object removal to super resolution.
Object Removal (Video Inpainting)
Powered by ProPainter / E2FGVI. Seamlessly remove people, watermarks, or distractions from moving video. Tracks the object across frames and fills the missing area with background details borrowed from other frames (temporal propagation). Best for cleaning up stock footage and removing wires in VFX shots.
Style Transfer (Video-to-Video)
Powered by Domino / CoDeF. Apply a specific artistic style (e.g., "Van Gogh," "Cyberpunk," "Anime") to live-action footage. Uses a reference image or text prompt to repaint every frame while maintaining the original motion and structure (temporal consistency). Best for music videos, creative ads, and social media trends.
Super Resolution & Frame Interpolation
Increase video resolution from 720p/1080p to 4K with Real-ESRGAN Video / Video2X, or convert 30fps to smooth 60fps slow-motion with RIFE / DAIN. Hallucinate realistic details and generate intermediate frames without artifacts. Best for restoring archives and creating cinematic b-roll.
Video Edit on WaveSpeed vs. Traditional Post-Production
See why teams choose WaveSpeed video editing models over traditional tools.
Performance at a Glance
Video Edit models on WaveSpeed deliver professional results at scale.
Examples
Young woman turning to smile at camera, breeze catching her scarf, soft bokeh background.
Dancer performing a graceful pirouette, flowing dress creating motion trails, spotlight.
Butterfly emerging from chrysalis in close-up, wings slowly unfurling, soft natural light.
Detective walking through foggy city streets, trench coat collar up, film noir atmosphere.
Integrate in Minutes
Production-ready SDKs for Python and JavaScript. REST API with full OpenAPI spec. Webhook support for async jobs.
- Object removal, style transfer, upscaling in one API
- Supports uploads up to 2GB (Pro)
- Python & JavaScript SDKs + REST API
Get Any Tool You Want
1000+ models across image, video, audio, and 3D — all through one API.
FAQ
While current AI excels at specific tasks (like removing an object or changing style), "Auto-Editing" a full movie is still experimental. However, you can chain multiple models on WaveSpeed to automate significant portions of your workflow, such as color grading and cleanup.
Early models suffered from flickering. However, WaveSpeed hosts advanced "Consistent Video-to-Video" models (like Domino and CoDeF) that specifically solve this by enforcing temporal consistency, ensuring the style remains stable across frames.
We support uploads up to 2GB for Pro users. For larger files or enterprise workflows, we recommend using our API with cloud storage links (S3/GCS) to avoid browser upload limits.
Yes. We export standard MP4 or MOV files (ProRes available on Enterprise plans) that can be dragged directly into any professional Non-Linear Editor (NLE).
Yes. Use our "Whisper" model to transcribe audio to text, and then overlay the subtitles onto your video using our rendering API.