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Hello Is "image processing" part of ML?

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not really, it's part of computer vision which includes (pre) processing and AI/ML

Hi. Not necessarily. Image processing may be done with no training dataset and learning.

imo image processing itself is not, it is more about a preprocessing before ML/CV, though it is actually not necessary since ML is strong enough. Basic processings are like rules about sampling, Historgram equalization, pixel/point operation..... Deeper processings will be like Fourier Transform, edge detection, wavelet, convolution....

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