Identify image quality using AI

Below is a free tool to identify image quality. Just upload your image, and our AI will predict if it's too dark, too bright, blurry, or normal - in just seconds.

image quality identifier

How this identifier works

To start, upload your image. Our AI tool will then predict if it's too dark, too bright, blurry, or normal.

This pretrained image model uses a Nyckel-created dataset and is built with 4900 samples across 4 labels, including Blurry, Normal, Light, and Dark.

We'll also show a confidence score (the higher the number, the more confident the AI model is that it's too dark, too bright, blurry, or normal).

Whether you’re a tech-minded moderator, just curious, or building image quality detection into your application, we hope our classifier proves helpful.

Need to identify image quality at scale?

Get API or Zapier access to this classifier for free. It's perfect for:



  • Social Media Networks: Flag images that may be blurry or too dark and which don't follow your community guidelines.

  • Digital Marketing Agencies: Screen content before publication to maintain a high standard of visual quality on social media platforms. Improve engagement by ensuring all visual content meets specific brightness and clarity criteria.

  • E-commerce Platforms: Review product images for optimal lighting and clarity, enhancing customer experience. Reduce returns by ensuring product images accurately represent the physical items.

  • Real Estate Listings: Ensure property photos are well-lit and clear, increasing the listing's appeal. Help agents quickly sort through and select the best images for property presentations.

  • Event Photography: Filter out poor quality images from large event albums, saving time in post-production. Provide clients with a consistent quality of images, adjusting for varying lighting conditions during events.

  • Photography Services: Automatically sort images based on quality, ensuring only the best are used for client projects. Streamline the editing process by categorizing images that need brightness or contrast adjustments.

  • Document Archiving Services: Check scanned documents for readability, flagging those that are too dark or blurry for re-scanning. Preserve document quality and accessibility in digital archives.

Want this classifier for your business?

In just minutes you can automate a manual process or validate your proof-of-concept, all without having to bother the dev team.

Get it now