OpenCV: Computer Vision Projects with Python

Embossing

An embossing filter will take an image and convert it into an embossed image. We basically take each pixel and replace it with a shadow or a highlight. Let's say we are dealing with a relatively plain region in the image. Here, we need to replace it with plain gray color because there's not much information there. If there is a lot of contrast in a particular region, we will replace it with a white pixel (highlight), or a dark pixel (shadow), depending on the direction in which we are embossing.

This is what it will look like:

Let's take a look at the code and see how to do this:

import cv2 import numpy as np img_emboss_input = cv2.imread('input.jpg') ...