Raw Image Processing in Python

Almost all modern-day cameras capture raw format images and process them in a format commonly known as sRGB, suitable for humans to see. However, one might wonder what all the techniques are used to convert the raw images into sRGB format are? Also, one might wonder how to use raw images or process them in a certain manner to get better performance on some machine learning tasks. This article attempts to answer all such questions in addition to step-by-step python code for each process. The machine learning algorithm behind those filters uses raw images to process the filter's image to give real-time results.