A brief guide to CNN: Convolutional Neural Networks
In this article, I will explain the concept of convolution neural networks (CNN’s) by implementing many instances with pictures and will make the case of using CNN’s over regular multilayer neural networks for processing images. Let’s take a dive and discuss CNN (convolutional neural networks) in detail that will be more helpful to you. Now, you might be wondering Why CNN can be applied only on Images, not on Data? Right? CNN simply strides over the image and able to captivate the analysis and with data is not possible to stride and detect the data. What is Image analysis? Image analysis (also known as “computer vision” or “image recognition”) is the ability of computers to recognize attributes within an Image. Do you use Google Photos or Apple’s Photos app on your smartphone? They both use some basic image analysis features to recognize faces and categorize them in your photos so you can look at all of your photos of a particular p...