Free · open source · local processing

Free Offline Image Upscaler for Windows, macOS and Linux

Upscale images locally on your computer with Upscayl Desktop.

This free, open-source offline image upscaler processes images on your device after installation. Choose an AI model, select an output location, review the result, and keep your image workflow on your own computer.

Available for Windows, macOS, and Linux.

Try the Online Image Upscaler

Internet access is required to download the application and obtain updates. Image processing can then run locally without an active internet connection.

Local Desktop workflow
Upscayl offline image upscaler processing a portrait locally on a computer
Input local fileProcess on deviceOutput local folder
What it is Downloads How it works Models Offline vs online Testing FAQ
01

What Is an Offline Image Upscaler?

An offline image upscaler is an installed application that increases image dimensions using your computer’s own processing hardware.

Unlike an online image upscaler, it does not need to upload each source image to a remote processing service. You select an image stored on your computer, choose the relevant model and settings, and save the resulting file locally.

Upscayl’s current Desktop page states that

Image processing happens on the local machine.

An internet connection is not needed for local processing.

Desktop is available for Windows, macOS, and Linux.

Several AI models are included.

Compatible custom models can be added.

Output resolution and other application settings can be configured.

  • The Desktop application is free and open source. Download Upscayl Desktop
02

Upscale Images Locally Without Uploading Every File

Local processing is the central benefit of Upscayl Desktop.

After installation, your selected images are processed on your computer instead of being submitted to the Upscayl Cloud workflow. This can be useful when you have

Personal photographs.

Client-approved assets.

Unpublished creative work.

Internal business imagery.

Large folders of similar images.

Limited or unreliable internet access.

A preference for local file management.

Local processing does not automatically make every workflow risk-free. You remain responsible for computer security, backups, image rights, application updates, and protecting exported files.

Download Upscayl Desktop
1Local sourceYour folder
2Upscayl DesktopCompatible local hardware
3Local outputYour chosen folder
03

Why Use an Offline Image Upscaler?

Keep Processing on Your Computer

Your source image does not need to be uploaded to Upscayl Cloud when you use the Desktop application’s local workflow.

This is particularly useful for personal collections, client projects, internal assets, and images that you prefer to keep within your own storage environment.

Work Without a Continuous Internet Connection

Once the application and necessary resources are installed, you can process supported images without relying on a continuous internet connection.

This is helpful while traveling, working in areas with unreliable connectivity, or handling repeated image tasks locally.

Use a Free and Open-Source Desktop Application

Upscayl currently describes its Desktop application as free and open source. Users can also inspect its public development activity through the project’s official GitHub presence. Upscayl Download · Upscayl GitHub

Choose from Multiple AI Models

Different images respond differently to AI processing. A natural photograph, digital illustration, product image, and old scan may not benefit from the same model.

Upscayl Desktop currently provides several models and supports compatible custom models.

Process Multiple Images

Batch processing can help when a folder contains similar images that need the same scale and model. Test one representative image before processing the complete folder.

Control Your Output Files

Choose where completed files are saved and keep the source, test, and approved version separate.

04

Download Upscayl for Your Operating System

Upscayl for Windows

Choose the current Windows release from the official Upscayl download page. Before installation, confirm that your Windows version and graphics hardware meet the current application requirements.

Download Upscayl for Windows

Upscayl for macOS

Use the official macOS download route shown on the Upscayl website. Availability and pricing may differ between direct releases and store-distributed versions, so review the current download option before continuing.

Download Upscayl for Mac

Upscayl for Linux

Upscayl provides Linux download options through its current release channels. Select the package appropriate for your Linux distribution and follow the published installation guidance.

Download Upscayl for Linux

Always download installers from an official Upscayl page, official application-store listing, or verified project release page. Avoid repackaged installers from unknown download websites.

05

How to Upscale an Image Offline

Upscayl Desktop applying a Digital Art model to a wildlife image using local processing
Select → model → scale → output folder → reviewA complete Desktop workflow shown with the supplied wildlife test.

1. Download and install Upscayl Desktop

Choose the correct release for Windows, macOS, or Linux. Complete the installation and open the application.

2. Select your source image

Start with the highest-quality original available. An original photograph, export, or scan usually provides a better foundation than a screenshot or repeatedly compressed file.

3. Choose a model that fits the image

Select the processing model according to the source

  • Natural photography
  • Portrait
  • Digital illustration
  • AI-generated artwork
  • Product image
  • Old photo scan

Do not select a model based only on its name. Test the result on the actual image.

4. Select an appropriate scale

Choose the output size based on where the image will be used. Larger is not automatically better.

If you only need a moderate enlargement for a website or presentation, avoid creating a much larger file without a practical reason.

5. Set the output location

Save the upscaled result as a new file. Do not overwrite your only original image.

6. Start local processing

Processing time depends on the source dimensions, selected settings, model, scale, and available computer hardware.

7. Inspect the result

Check the output at normal viewing size and close zoom. Pay particular attention to

  • Faces and hair
  • Text and numbers
  • Product labels
  • Foliage and fabric
  • Building edges
  • Shadows and reflections
  • Repeating patterns
  • Compression artifacts

8. Keep the useful version

If the result looks unnatural, try a different model, use a smaller scale, or return to a cleaner source file.

Start Offline Image Upscaling
06

Choose the Right AI Model for Your Image

Before and after portrait comparison for reviewing an offline AI upscaling model
Portrait reviewInspect identity, hair, fabric and edge detail.
Completed locally upscaled portrait of a couple outdoors
Completed outputReview the result at normal viewing size and close zoom.

Photography

For portraits, landscapes, travel photographs, and lifestyle imagery, prioritize natural texture and believable edges.

Look for

Realistic skin and hair.

Controlled sharpness.

Natural foliage.

Clean building edges.

Preserved light and shadow.

Avoid a result that looks excessively smooth, outlined, or artificially textured.

Digital Illustration and AI Art

Illustration-oriented processing should protect line work, color blocks, gradients, and intentional shapes.

Look for

Consistent outlines.

Smooth gradients.

Clean flat-color areas.

Preserved character features.

Stable patterns and backgrounds.

Product Images

Product imagery needs accuracy more than dramatic enhancement.

Review

Product proportions.

Logos and printed labels.

Seams and material texture.

Packaging edges.

Reflections and shadows.

Color consistency.

Do not publish an upscaled result if AI processing changes a product feature or label.

Old Photo Scans

Begin with the highest-quality scan you can create. Upscaling may make a scan larger and more useful for review, but it cannot reliably reconstruct historically accurate details that are missing.

Keep the original scan and record which model and settings were used.

07

Offline Image Upscaler vs. Online Image Upscaler

FactorUpscayl DesktopUpscayl Cloud
Processing locationYour computerCloud infrastructure
Internet needed during processingNot normally required after setupRequired
InstallationRequiredBrowser-based
Local hardwareImportantCloud handles processing
Windows, macOS and LinuxDesktop downloads availableRuns through a supported browser
Phone and tablet accessNot the primary Desktop workflowCloud page lists mobile and tablet access
AI modelsMultiple Desktop models and compatible custom modelsCloud lists additional and commercial models
Image editing and generationFocused on local upscalingCloud also lists AI generation and editing
FilesManaged locallyUploaded and generated files follow the Cloud policy
PricingDesktop is described as free and open sourceCheck current Cloud plans and credits

Choose Desktop when offline processing, local file control, and repeated upscaling are most important.

Choose Cloud when browser access, Cloud processing, additional Cloud tools, or limited local hardware makes more sense. Compare Upscayl Desktop and Cloud

08

Can You Upscale an Image for a 4K Screen Offline?

A standard 4K UHD screen has a resolution of 3,840 × 2,160 pixels.

Whether your image should be exported at those exact dimensions depends on

Its aspect ratio.

Whether it will fill the screen.

How it will be cropped.

The source resolution.

The intended viewing distance.

The visual quality of the upscaled result.

For example, a square image does not need to be distorted into a 16:9 frame. It can be enlarged proportionally and placed within the 4K layout.

An image with 4K pixel dimensions is not automatically a genuinely detailed image. AI upscaling creates additional pixels, but it cannot guarantee accurate recovery of details absent from the source.

Use this workflow

Determine the required display area.

Calculate a proportional output size.

Choose the smallest scale that meets the requirement.

Review the result on the intended screen.

Crop or resize only after confirming the composition.

Upscale an Image for 4K
Source1,920 × 1,2803:2 aspect ratio
×2
Proportional output3,840 × 2,560Crop only when required
4K UHD layout3,840 × 2,160
09

Real Workflows for Offline Image Upscaling

Photographers

Create larger review copies, prepare client proofs, and process approved images locally. Keep source photographs and exported versions separate.

Designers and Agencies

Upscale client-approved assets without adding an upload step to the workflow. Record the selected model and scale for consistent production.

Ecommerce Teams

Process product images locally and inspect every label, edge, reflection, and product feature before publishing.

Artists and Illustrators

Create larger versions of digital artwork while checking lines, gradients, intentional texture, and character details.

Families and Archivists

Work with personal photo scans locally. Preserve the unedited scan and avoid treating AI-created details as historical evidence.

Educators and Presenters

Prepare larger images for slides, classroom materials, displays, and internal documents without depending on browser processing.

Users with Limited Internet Access

Download and install the application when connected, then run suitable image-upscaling jobs locally.

10

Batch Upscale Images Offline

Batch processing is helpful when several images share a similar source type and final requirement.

A safer batch workflow is

Select one representative image.

Test the intended model and scale.

Check the result at final viewing size.

Confirm the output filename and folder.

Process the complete batch.

Review a sample from the beginning, middle, and end.

Inspect important images individually.

Do not apply one model blindly to a mixed folder containing portraits, illustrations, screenshots, and product photographs.

Explore Batch Image Upscaling
11

What Offline AI Upscaling Can and Cannot Do

It can help you

Create a larger version of a suitable image.

Make a small image more practical for a screen or layout.

Process images without uploading each one to a Cloud service.

Compare different AI models.

Prepare a working version for further design or editing.

Process similar images through a local batch workflow.

It cannot guarantee

Accurate recovery of missing facial details.

Perfect correction of severe motion blur.

Correct reconstruction of tiny text or logos.

Removal of every compression artifact.

Print-ready quality from every source.

Factual reconstruction of damaged or missing areas.

A better result simply because the output file is larger.

Honest examples should include weak results as well as strong ones.

12

First-Hand Testing This Page Should Publish

To add original value, include controlled tests completed with the current Upscayl Desktop release.

For every test, disclose

Application version.

Operating system.

CPU and graphics hardware.

Source dimensions and format.

Selected model.

Selected scale.

Processing time.

Output dimensions and format.

Whether another edit was applied.

Visible strengths.

Visible limitations.

Test date.

Uploaded offline test pairDrag to inspect the source and local output
Polo photograph
Polo player photograph after local offline image upscaling
Same polo player photograph before local offline image upscaling
BeforeAfter
Inspect player and horseReview grass and skylineRecord model and scale

Recommended test set

  • Test image
  • What to inspect
  • Natural portrait
  • Eyes, hair, skin texture and background edges
  • Landscape photograph
  • Foliage, rock texture, sky gradients and fine branches
  • Product image
  • Label accuracy, material, reflections and outline
  • Digital illustration
  • Lines, gradients, flat colors and patterns
  • Old photo scan
  • Faces, grain, scratches and missing details
  • Weak source image
  • Artifacts, invented texture and practical limitations

Do not describe a model as “best” unless the claim is supported by a repeatable testing method and representative evidence.

13

Local Processing and Image Privacy

Upscayl Desktop performs its upscaling work locally, according to the current official Desktop page. Images processed through that local workflow do not need to be submitted to Upscayl Cloud. Upscayl Desktop

Local processing and Cloud processing should not be described as identical.

If you choose the online image upscaler, review the current Cloud Privacy Policy before uploading personal, client, or sensitive images. The policy describes the collection of uploaded content, output retention, service providers, deletion rights, and its statement that uploaded images are not used for AI-model training. Upscayl Privacy Policy

For either route

Keep your original file.

Maintain a separate backup.

Download software only from verified sources.

Protect your computer and local storage.

Obtain permission to process images when required.

Do not use enhancement to misrepresent a person, product, or event.

14

Tips for Better Offline Upscaling Results

Use the best source available

Avoid screenshots when the original image or export is available.

Test before running a batch

One controlled test can prevent an entire folder of unsuitable outputs.

Choose the smallest useful scale

Base the scale on the final placement rather than the largest option available.

Compare more than one model

A model that works for an illustration may be unsuitable for a natural photograph.

Avoid repeated upscaling

Processing an already upscaled image again can amplify artifacts and introduce unnatural detail.

Review at working size

A result that looks impressive at extreme zoom may not be better at normal viewing size—or the reverse.

Keep a simple naming system

For example

portrait-original.jpg
portrait-2x-photo-model.png
portrait-approved.png
15

Why Choose Upscayl as an Offline Image Upscaler?

Upscayl Desktop offers a practical combination of local processing and user control

Free and open-source Desktop software.

Windows, macOS, and Linux availability.

Local image processing.

Multiple AI models.

Compatible custom-model support.

Batch upscaling.

Configurable output options.

An online Cloud alternative when local hardware is not suitable.

The best product path depends on how you work. Desktop is the appropriate route for offline processing; Cloud is the appropriate route for browser-based processing and Cloud-only tools.

16

Frequently Asked Questions

Yes. Upscayl’s official Desktop page states that processing happens locally and does not require an internet connection. Internet is still needed to download the application and obtain updates. Upscayl Desktop

Upscayl Desktop is currently described as free and open source. Distribution channels can differ, particularly application-store versions, so verify the current option before downloading.

No. Upscayl Cloud is the online, browser-based product. Upscayl Desktop is the offline-processing option.

The official Desktop page states that Desktop processing happens locally. Cloud features are separate and require online data processing.

  • Yes. The current download page provides routes for all three operating-system families. Official downloads

Local AI processing depends on compatible hardware and the current application requirements. Review the latest compatibility guidance before installing. If your computer is unsuitable, Upscayl Cloud is the alternative because Cloud handles processing remotely.

After downloading, installing, and preparing the application, local Desktop upscaling can run without an active internet connection. Some update, download, or external-link functions may still require connectivity.

You can create a larger image intended for a 4K layout when the selected scale and source dimensions support the required output. Always maintain the original aspect ratio and review the result.

Neither is universally better. Offline processing provides local file control and does not rely on upload speed. Online processing avoids relying on compatible local hardware and can provide Cloud-only features.

No. Results depend on the source, model, scale, and intended use. Severe blur, tiny text, missing features, and heavy compression may not improve reliably.

Upscayl Desktop supports batch upscaling. Test a representative image before processing the complete folder.

The current Desktop page says compatible custom models can be added. Follow current official guidance because model compatibility and conversion requirements matter.

Use a separate output filename and folder so the original remains unchanged. Confirm the output settings before starting a batch.

17

Upscale Locally or Choose the Cloud

Keep processing on your computer with Upscayl Desktop, or use Upscayl Cloud when you need a browser-based alternative.

Download Offline Image Upscaler Download for Windows, Mac or Linux Try the Online Image Upscaler