Apps

Client-side computer vision

Find the geometry
inside any image.

Upload a photo or capture a frame. A real Hough pipeline finds its lines and circles, then builds triangles and rectangles from the strongest edges.

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Under the hood

From pixels to geometry

The detector works at a preview resolution for speed, then maps every result back onto the export image.

  1. 01
    Trace the edges

    A Gaussian blur and Canny-style gradient pass turn colour pixels into a clean edge map.

  2. 02
    Vote in Hough space

    Edge points vote for likely lines and circle centres. Strong, distinct peaks become candidates.

  3. 03
    Build & export

    Line intersections form triangles and rectangles; the selected view is drawn into a local PNG.