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Cartoonifying an Image using Machine Learning

Carrtonify The Image!

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Created on 7th March 2024

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Cartoonifying an Image using Machine Learning

Carrtonify The Image!

The problem Cartoonifying an Image using Machine Learning solves

Cartoonifying an image is the process of transforming a regular photograph into a cartoon-style image.

Challenges I ran into

Cartoonify images using OpenCV, a popular open-source computer vision library using Python. The proposed method involves several steps, including edge detection, color quantization, and image smoothing. The edge detection step is used to extract edges from the input image. Then, in the color quantization step, the image palette is reduced to a fixed number of colors using the k-means clustering algorithm.

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