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Basic Edge Detect

Basic edge detection using the Sobel operator. Highlights contours and outlines.

edge edge detect sobel outline contours

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Everything you need to know about Basic Edge Detect

Basic Edge Detect uses the Sobel operator to find edges in your image by detecting areas where brightness changes rapidly. It highlights contours and outlines, creating a sketch-like effect that reveals the structural elements of your photo.

Parameters

  • Strength
    Controls how much of the edge detection result is blended with the original image. At 0, no change is visible. At 1.0, you see the full edge detection effect.
  • Threshold
    Sets the minimum edge strength required for a pixel to be considered an edge. Low values (0.05–0.15) detect subtle edges and fine details. High values (0.3–0.5) only show the strongest, most prominent edges.
  • Invert
    Swaps the edge and background colors. "No" shows white edges on a black background. "Yes" shows dark edges on a white background (like a pencil sketch).

How It Works

The Sobel operator calculates horizontal and vertical brightness gradients using a 3×3 pixel neighborhood. These gradients are combined to determine the edge magnitude at each pixel. Strong gradients indicate edges; weak gradients indicate flat areas.

Tips

  • Use "Invert: Yes" to create a pencil sketch or line drawing effect
  • Lower the threshold to capture more detail, raise it to simplify the outline
  • For cleaner edges on noisy photos, apply a slight blur first
  • For more advanced edge detection with connected lines, try the Canny filter