Computer Vision: MaxPooling and Dropouts

Basics of computer vision

src: GeeksforGeeks

Let’s first have an overview of various elements of a typical CNN layer/operation:

Filter: Also called Kernel or Feature Detector. A small matrix. There can be multiple filters in a single convolutional layer. The same-sized filters are used within a convolutional layer. Each filter has a specific function. Multiple filters…