Live Video Sketching through Webcam using Computer Vision
Today we are going to make a Real-time/ live Sketch making script using OpenCV in Python. OpenCV makes it very easy for us to work with images and videos on the computer. We will also make use of Numpy and Matplotlib to make this live sketch app.
Live Sketch Algorithm OpenCV
Capturing Real-time Video from the source example – computer’s camera
Reading each frame of the video, so that we can make manipulations on the frame.
Converting each frame from colored to grayscale, using OpenCV functions.
Making Use of Blurring on the grayscale image to remove all the noises on the picture/image. ( Gaussian Blur )
Detecting Edges of the blurred image, for making it like a sketch of the person or object. (Canny Edge)
Thresholding the Edge Detected image.
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