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Task·video

AI Video Upscaling Models & Workflows

Sharpen, denoise, and upscale footage. Choose an enhancement model, wire it into a NodeTool workflow, and lift low-res clips to a cleaner resolution.

Photo Enhancement SuiteProduct Mockup GeneratorColor Boost VideoImage to Video Animation

Models for video upscaling

Topaz Video AI
video
Topaz

Detail-preserving upscaling and frame interpolation.

Real-ESRGAN
image
Local

Open-weight upscaler, applied per frame.

SeedVR2
video
ByteDance

Diffusion-based video restoration and upscaling.

A workflow that does it

Workflow Editor
Note
String Input
Aurora Trail smart fitness watch — launch-week offer: 20% off. GPS navigation, heart-rate analytics, adaptive coaching, water resistance.
String Input
active millennials who hike on weekends and scroll fitness content at night
Integer Input
Image Input
Prompt
Brief
Audience
Count
You are planning a paid-social creative test for the product in the attached photo. Product and offer: {{ BRIEF }} Audience: {{ AUDIENCE }}…
Agent
Prompt
Image
Text
Prompt
Plan
Count
Audience
From this creative test plan, write exactly {{ COUNT }} spoken ad hooks, one per line — no numbering, no quotes, no labels. Rules: - One ho…
List Generator
Prompt
Preview
Prompt
Hook
Brief
Audience
One vertical 9:16 paid-social ad still, built from the input product photo. Spoken hook this scene must visualize: {{ HOOK }} Product and o…
Image To Image
Prompt
Image
Prompt
Hook
Animate this product ad still as a short vertical video. The hook spoken over it: {{ HOOK }} One subtle handheld push-in toward the product…
Image To Video
Image
Prompt
Text To Speech
Text
Audio
Add Audio
Video
Audio
Preview

Frequently asked questions

How does AI video upscaling work?

The workflow splits the clip into frames, upscales each with an enhancement model, then reassembles the frames back into video.

Can I upscale and color-correct at once?

Yes — chain an upscaling node with color and sharpening nodes in the same graph so each frame gets the full treatment.

What resolution can I reach?

That's set by the model and your prompt. Most upscalers target 2×–4× the source resolution.

Do video upscaling on your own machine

Free, open source, and yours to run. Download Studio, pick a model, and wire it into a workflow with your own keys.