Three proven detectors
Use Sobel for balance, Scharr for fine directional detail, or Laplacian for edges in every direction.
Turn a photo into a map of its most important lines. Reveal contours live, tune every signal, and export a clean edge image in seconds.
Edge detection measures rapid changes in brightness. The result is a contour map that makes boundaries, shapes and fine details easy to inspect.
Use Sobel for balance, Scharr for fine directional detail, or Laplacian for edges in every direction.
Every control updates the edge map, signal meter and draggable comparison in real time.
Your image is processed locally by your browser and is not sent to this tool's servers.
Choose a JPG, PNG, WebP or GIF, or drag it directly onto the edge detector.
Start with Sobel, then compare Scharr or Laplacian when you need a different response.
Raise sensitivity to reveal weaker lines, increase threshold to remove clutter, and smooth noisy texture.
Drag the comparison line, choose an edge style and save the finished map as PNG, JPG or WebP.
Sobel is a dependable starting point for photos, sketches, objects and general contour extraction.
Scharr gives a stronger, more even directional response and can reveal subtle lines in detailed images.
Laplacian reacts to rapid changes around each pixel, making it useful for technical textures and compact outlines.
Upload an image, select a detector, adjust the live controls, and click Download edge map. No software installation is needed.
Try Sobel first. Choose Scharr for fine or diagonal detail, and Laplacian when you want an all-direction response. The best choice depends on the image.
Increase Noise smoothing and raise the Threshold. This suppresses small texture changes while preserving stronger outlines.
Yes. Processing and downloading happen in your browser. This tool does not upload or store your image.
You can open common browser-supported formats such as JPG, PNG, WebP and GIF, then export the edge map as PNG, JPG or WebP.
Keep exploring your images with these free, private tools from My Panda Toolbox.