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Deblur text in an imageFuzzy text? Make it readable.

Turn a soft photo of a page, receipt or screen into clean, dark, easy-to-read text. Letters that were never recorded apart stay joined.

JPG, PNG, WebP, AVIF, BMP, ICO and TIFF open straight away, at 8 bits per channel. A HEIC pulls its decoder the first time one arrives.

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A blurry page of text on the left, the same page crisp and dark on the right

What this page does

Shadows flattened, paper to white, ink darkened, strokes sharpened at their own scale. Letters that merged when the photo was taken were never recorded apart and cannot be separated; faint and soft ones become readable.

Open the photo of the page, notice or screenshot. The paper and the ink are measured, the page is flattened and levelled, and the strokes are sharpened.

JPG, PNG, WebP, AVIF, BMP, ICO and TIFF open straight away, at 8 bits per channel. A HEIC pulls its decoder the first time one arrives.

Deblur text: the order the passes run in

Each step, and why it comes where it does
StepWhat it doesWhy here
FlattenDivides out the paper's own brightness under every pixelShadows must not be read as ink
LevelsPaper to white, ink towards black, from measured valuesSharpening works on the contrast it is given
SharpenRadius about a quarter of the measured stroke widthStrokes, not paper texture
CheckCounters open and stroke contrast, before and afterCatches holes in letters filling in

Screenshots and scaled text

A screenshot opens as a PNG and saves as a PNG unless you choose otherwise, so no JPEG ringing is added around letters. Text that was enlarged by another program has soft or blocky edges that sharpening cannot fix cleanly; it reads best resized back to the size it was captured at, and sharpened there.

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Questions: deblur text in an image

Can it read text that is completely blurred?

No. Letters that merged when the photo was taken cannot be separated — the strokes were averaged together and the gap between them is not in the file. What this page does is make text that is there but faint, grey, shadowed or soft read clearly. It prints how many letter holes (the inside of an o or an e) stay open after the pass, so you can see when sharpening starts to close them.

Why does my photographed page look grey and patchy?

Uneven light. A phone photo of paper carries a shadow from the hand, a vignette from the lens and a colour cast from the room. The first step divides out an estimate of the paper's brightness under every pixel, so the shadows are not read as ink; then the paper is set to white and the ink towards black from levels measured on your own file.

Should I turn on clean black and white?

Usually not for small text. A hard threshold removes the grey edge pixels that let small letters read at their size. It helps a stamp, a large heading, or a page that will be printed on a laser printer. The default keeps greys.

Can I fit the result to a form's size and KB limit?

Yes. The output station has form presets — the handwritten declaration, thumb impression and photograph sizes stated in IBPS-format bank recruitment notices — and a custom pixel and KB band. The file is resampled to the exact pixels, sharpened for that grid, and the JPEG quality is searched to land inside the band.

Is the document uploaded?

No. The page is decoded and processed in this tab. There is no server on this site that receives files.

Photographic visual for Deblur Text

Deblur Text