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Edge Detection

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Edge Detection

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Edge Detection online

Edge Detection keeps only the places where color or brightness changes sharply, so outlines light up on a black background. Raise the Amount for brighter, stronger edges, then download a PNG.

Edge Detection online tool preview
What Edge Detection looks like in use.

The short answer

Why use Edge Detection?

Outlines are useful for tracing a photo into a drawing, checking which parts are in focus, making a neon-style graphic, or preparing line art. A Laplacian filter does it in one pass instead of tracing by hand.

Edge strength comes from Amount, 0 to 100, which opens at 50. The filter is the 3 × 3 Laplacian: each pixel counts eight times, minus each of its eight neighbors. Where all nine match, the result is zero, which is black. Amount multiplies the weights, so 100 doubles the edge brightness and 0 turns the whole image black.

The Laplacian reacts to every small change, including JPEG blocks, sensor noise and fine fabric, which show up as sparkle across the picture. Smooth the photo slightly with Blur at a low Amount first for cleaner lines. Transparent areas stay transparent, so a cutout keeps its shape.

Pencil Sketch gives dark lines on white, closer to a drawing, and prints far better. Emboss shows edges as a raised gray relief. Run Invert after Edge Detection if you want dark, colored lines on a white background instead of light lines on black. Both steps keep the full resolution of your photo.

Where Edge Detection fits

01

Vinyl cutting

Get the outline of a logo to import into software for a vinyl or paper cutter.

02

Focus checking

See which parts of a product shot are sharp by comparing how bright their edges are.

03

Neon artwork

Turn a city skyline photo into glowing colored lines on black for a poster.

Start to finish

How to use Edge Detection

  1. 01
    Tap Choose image and pick a sharp photo or drawing.
  2. 02
    Raise Amount above 50 if the outlines look faint, or lower it if fine noise sparkles everywhere.
  3. 03
    Tap Apply changes, check that the main shapes are traced, then tap Download result.

What to expect from Edge Detection

CheckWhat it means here
Supported inputJPEG, PNG, WebP, GIF, BMP, SVG and browser-supported AVIF images
Main controlsAmount slider, plus a color picker for effects that need one
OutputA PNG image with the effect applied
Working limit50 MB and 50 megapixels per image

Edge Detection tips

  • Blur the photo lightly at Amount 5 to 10 first to remove sparkle from JPEG noise.
  • Run Grayscale on the result for white-only lines.
  • Run Invert after for dark lines on white that are easier to trace on paper.
  • Amount 0 gives a fully black image, so never leave it there.

Edge Detection FAQ

Something missing? Ask us.

Why are the edges colored?

Each color channel is filtered on its own, so an edge between red and blue shows up in the colors of that change. Run Grayscale on the result for white lines only.

Why is the result mostly black?

Flat areas have no change, so they come out black. A soft or blurry photo has weak edges; raise the Amount or start from a sharper picture.

Does Edge Detection upload my file?

No. Your browser does the work and clears the file when you leave the page. File names, pixels, and metadata are not sent to analytics.

Is Edge Detection free to use?

Yes. No signup and no watermark.

Why did Edge Detection fail or look wrong?

If the tab stops responding, the file is too big for this device's memory. iPhone HEIC photos may need exporting as JPEG first.

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