First-time visitor
You want to know what SeedVR does before sending an image to a hosted service.
Start with the model overview, then decide whether upscaling addresses your problem.
what is seedvrAccess guide
Can you use a free seedvr upscaler?
The linked hosted SeedVR2 route processes still images using credits, not video. Eligible signups may receive a conditional $0.10 bonus, but neither that credit nor a free run is guaranteed. Check your balance and the displayed cost before submitting an image.
Image-only destination
Select a JPG, PNG, or WebP image (up to 10 MB) at the hosted model API after signing in. This page has no prompt or upload field.
Credits required · no guaranteed free run
Explore SeedVR upscaling
Prerequisites
Have a supported still image up to 10 MB, a detail to inspect, and credits or an eligible signup bonus. The right preparation depends on what you need to preserve.
Browser-based editor
You have a still image ready and prefer a hosted image-only route.
Check the available web workflow and its stated access conditions.
seedvr online upscalerHands-on tester
You want a repeatable way to compare the original with a processed image.
Test one image and compare source and output at the same viewing size.
how to use seedvr upscalerLocal-workflow user
You would rather investigate a node-based setup than rely on hosted access.
Review the setup path and hardware considerations before downloading anything.
seedvr2 comfyuiOne full run-through
A run uses credits. A conditional signup credit may help eligible accounts, but do not assume a free image run is available.
Choose a representative still image
Pick a JPG, PNG, or WebP image up to 10 MB with a face, fine texture, or small text to inspect. Keep the original for comparison.
Check access at the destination
At the hosted model API, sign in or use an API key, select your image, and choose a 1–10× factor or target resolution. Check the displayed credit cost before running; it does not accept video.
Run and inspect a test
If your balance covers the run, compare the returned image with your original at the same zoom. Inspect edges, faces, and lettering; this still-image route cannot measure flicker or video stability.
Related routes
A hosted test is only one path. These guides help you choose where to investigate next without assuming that any route provides free processing.
What fails
The main mistake is assuming a free run or video input. The linked route requires credits and accepts only still images.
- Assuming a free run is available
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Seedvr does not set the linked provider’s current terms, quotas, or account requirements. A route that was accessible previously may have different conditions today.
WorkaroundCheck current account credits and the cost before submitting an image.
- Expecting missing detail to return perfectly
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Upscaling may make edges appear clearer, but it cannot verify what an unreadable sign or obscured face originally contained.
WorkaroundJudge uncertain details against the source and keep the original file.
- Using a still to judge video
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An upscaled still image cannot show how textures behave across a video timeline.
WorkaroundChoose a separate video-capable workflow to assess motion.
- Assuming a video upload is supported
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The linked model accepts an image, not a clip or a full video; it returns a still image.
WorkaroundPrepare a JPG, PNG, or WebP image up to 10 MB instead.
Options table
Use this checklist to compare a hosted SeedVR2 route with a local workflow. It describes what to verify, not guaranteed features of either option.
Hosted route
Local workflow
1
Access terms
Hosted route
Check the provider’s current page.
Local workflow
Check model and software terms separately.
2
Free availability
Hosted route
Not guaranteed; verify before use.
Local workflow
No hosted-run entitlement needed, but hardware and other costs remain.
3
Setup
Hosted route
Follow the destination’s interface.
Local workflow
Install and configure the required tools.
4
Hardware
Hosted route
Review any stated upload and processing limits.
Local workflow
Confirm GPU memory and system compatibility.
5
Source handling
Hosted route
Check the provider’s file-handling terms.
Local workflow
Manage files on your own system.
6
Test strategy
Hosted route
Choose a supported still image; credits are required.
Local workflow
For a separate local video workflow, test a short excerpt first.
What a visual check can show
Illustrative source
These are illustrative site images, not verified outputs from the linked route. For an image test, compare your original with the returned still image at the same zoom.
Check the route for yourself
Start with one image, not a clip
At the hosted model API, sign in, check your available credits and the displayed cost, then select a supported image up to 10 MB. Compare its image output with the original; video is not accepted.
- Verify current terms first
- JPG, PNG, or WebP up to 10 MB
- Compare original and returned image
FAQ
The linked the hosted model API SeedVR2 image route uses credits. A conditional signup bonus may be offered, but a free run is not guaranteed; check the displayed balance and cost.
No. This link accepts JPG, PNG, or WebP images up to 10 MB, and returns an image. Use a separate video-capable workflow for clips.
No. Image runs use credits. A conditional signup bonus may not be available or sufficient; read current account terms and the cost shown before running.
Compare the original and returned still image at the same zoom. Inspect faces, text, edges, and fine texture; this result cannot verify video motion.