each pixel is assigned a specific colour. We can represent this image as \(3\times 3\) matrix where each entry is a colour. Colours can be represented in many ways: HEX, RGB, HSL, CYMK. We'll ...

And, all of NumPy’s operations take place outside the Python runtime ... creating arrays of zeroes (or any other initial value), or using an existing dataset, buffer, or other source.