This video explains Convolutional Neural Networks (CNN) and their application in image processing. An example of handwritten character recognition is demonstrated using the CNN algorithm in a Google Colab notebook. The MNIST dataset of handwritten digits is used for this example. The write-up and code for this example are available upon request. Please send an email to [email protected].