Python Pillow has been a game-changer for image processing tasks. Its simplicity and extensive functionality make it a go-to tool for various applications. Whether it's resizing, cropping, or applying filters, Pillow's API provides a straightforward way to handle these tasks. The library also supports a wide range of image formats, making it versatile for different project requirements. For beginners, Pillow is particularly friendly, offering an accessible entry point for basic image manipulations.

The best thing I liked about PILlow was that it is very easy to use. You can easily play with it and use little tweaks to create entirely different images. It gives a whole new dimension to your creativity.

This is a good tool for reading images and then convert to the NumPy arrays and this creates lots of easy work to manipulate the images.