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AI upscaler API for sharper photos at scale

Upscale and standardize low-resolution images automatically with Claid's API. Build sharper product catalogs, print-ready assets, and high-quality visuals without manual retouching.
Upscale API turning a blurry product photo into a sharp, high-resolution image

80%

less manual editing

Automate quality improvement

3x

faster workflows

Process large image batches

16x

upscaling

Upscale for print and zoomable pages

Automated image upscaling at scale

Turn small, blurry, compressed, or inconsistent images into sharper, cleaner visuals automatically. Detect photos that need improvement, upscale them through API, and return high-resolution outputs ready for the next step in your workflow.

Sharpen product details

Make textures, edges, labels, fabric, packaging, and small details clearer.

Prepare zoomable images

Generate higher-resolution assets that stay sharp when customers zoom in.

Reduce image rejection

Improve low-res uploads before they fail marketplace, print, or internal QA requirements.

Combine upscaling with other steps

Low-resolution bag photo upscaled to a sharp, high-quality image

Upscale

Increase image size and quality by generating new pixels.

Compressed matcha tin packaging photo cleaned up before upscaling

Decompress

Clean up JPEG artifacts before or alongside upscaling.

Dog portrait photo polished for sharper, more realistic detail

Polish

Make image parts sharper and more realistic while preserving the original structure.

Scaling print workflows with Claid

Portrait photo before and after AI upscaling for Mixam

MIXAM · GLOBAL PRINTING PLATFORM

Mixam uses Claid to automate image quality improvement inside a high-volume print workflow, handling an average image size of 22 MB across production.

78% fewer complaints

related to image quality

"With Claid AI integration, we removed a lot of friction for both customers and our team."

Lucian Puca

Automation and Workflow Lead at Mixam

Read the full story →
See all customer stories →

Integrate in minutes

Add AI upscaling to your workflow with a simple API call.

POST /upscale-image

{
  "input": {
    "image URL": "https://..."
  },
  "operations": {
    "restorations": {
      "upscale": "smart_enhance"
    }
  }
}

// response

{
  "output_url": "https://..."
}
  • Process single images or large batches
  • Set output size and quality requirements
  • Choose the right model for each asset type
  • Combine with background removal, resizing, clean-up, or image generation
  • Build automated workflows tailored to your needs

Don't want to integrate yourself?

Claid can build a custom image restoration workflow for your team. Send us your image types, quality requirements, and output rules, and we'll help automate the full process.

Enhance by asset type

Different asset types have different quality risks, and Claid's API workflows account for these differences through asset-specific restoration methods.

Product photo upscaled to sharper resolution
Product photo upscaled to sharper resolution

Build multi-step API workflows

Build multi-step image workflows with a single API integration. Chain upscaling with other operations so every image moves from raw input to ready-to-use output automatically.

Automated API workflow

Raw image uploaded through the API
Input image
Image automatically checked for quality issues
Quality check
Image upscaled to a higher resolution
Upscale
Image cleaned up after upscaling
Clean up
Image resized to a standardized dimension
Resize
Production-ready image exported
Export

Automate upscaling before quality issues slow you down

Use Claid's API to turn low-resolution, compressed, or inconsistent images into production-ready assets automatically. Improve product photos, fashion visuals, portraits, packaging shots, and digital artwork with upscaling API or custom workflows.

What is an AI image upscaler API?
An AI image upscaler API lets you increase image resolution automatically inside your own product, platform, or workflow. Instead of sending low-resolution files to designers or retouchers, your system can call the API, upscale the image, and return a higher-quality version ready for the next production step.
Can I upscale product images in bulk?
Yes. Claid's API is built for automated, high-volume image processing. You can upscale large batches of product photos and apply consistent rules across your catalog, marketplace, or content platform.
Can the API upscale faces and portraits?
Yes. Claid supports upscaling methods designed for images with people, including faces and portraits. This helps restore facial detail more naturally.
Can Claid improve images with small text or labels?
Yes. Claid can process text-heavy images, packaging shots, labels, menus, signs, and other visuals where readability matters. This is especially useful for ecommerce and marketplace images where customers need to inspect ingredients, product names, packaging details, or printed information.
Can I combine upscaling with other image editing tasks?
Yes. Upscaling can be combined with other image operations such as resizing, polishing, background removal, cropping, and image generation. This makes it possible to build a complete image quality workflow instead of treating upscaling as a standalone step.
Can I define output dimensions through the API?
Yes. You can define output dimensions as part of the API workflow. This allows your system to upscale images and prepare them for specific size requirements, such as product pages, marketplace listings, print previews, app thumbnails, or ad placements.
What is the maximum upscaling factor Claid supports?
Claid can support any upscaling factor as long as the final image stays within the output size limit. The API currently supports outputs up to 559 MP, and even higher output limits may be available through custom contracts. Note that the final quality also depends on the source image: very small, heavily compressed, or damaged files may have less detail to recover, even after upscaling.
Do you support custom enterprise workflows?
Yes. We build custom enterprise workflows for teams that need more than a standard API setup. Reach out to us to learn more.

Explore more Claid APIs

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Background removal

Product scenes

Product scenes

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AI fashion