Saving images using lossy and lossless compression

This recipe will teach you how to save images. Sometimes you want to get feedback from your computer vision algorithm. One way to do so is to store results on a disk. The feedback could be final images, pictures with additional information such as contours, metrics, values and so on, or results of individual steps from a complicated pipeline.