BlurResolve
    Resolver About How it works Privacy
    No AI Hallucinations • Pure Math On Your Device

    Fix Blurry Photos
    Without Privacy Loss

    Quick math-driven restoration for out-of-focus text images. Your images never leave your device.

    No Upload Required
    GPU Accelerated
    NDA Compliant
    See the Difference

    Before & After

    Blurry whiteboard photo restored using Lucy-Richardson Deconvolution - processed entirely on-device.

    Before and after comparison: blurry whiteboard on the left, restored sharp version on the right
    Before
    After

    Drop your blurry image here

    or click to browse - PNG, JPG, WebP supported

    Result Preview

    Your processed image will appear here

    Load an image and click "Resolve Blur Locally"

    What is BlurResolve?

    BlurResolve is a web tool that restores clarity to out-of-focus photos - especially text documents, whiteboards, invoices, notes, etc. - on your device in your web browser without sending anywhere your files.

    Unlike AI-powered tools, which might "hallucinate" missing details, we use Lucy-Richardson Deconvolution. It's trusted math method used by astronomers to sharpen satellite imagery.

    While this method may not yield the same spectacular, eye catching results as AI methods, there's no risk of over-interpreting or misinterpreting the original undistorted image.

    The final quality depends heavily on the parameters of the processed image. If it was blurry but saved in high resolution with low compression, the image retains much of the original detail and can be restored successfully.

    So, use the original picture without additional processing for best results.

    NDA Safe GPU Accelerated

    How to Use

    1. 1

      Load Your Image

      Drag & drop or click to select your out-of-focus image. It will be your blurry:

      whiteboard leaflet utility meter

      or any other blurry image. Remember — file stays on your device. It's not uploaded.

    2. 2

      Click "Resolve Blur Locally"

      Now web application is estimating blur size and shape. Then GPU-powered deconvolution starts fixing the image. It can take some time in case of very big images, but the progress bar will show you the progress.

    3. 3

      Download Your Result

      After processing, a preview will appear below your original image. In the top right corner is a button for saving the result image on your device.