The article explains the usage of the RandomResizedCrop function in image processing with different size, scale, and ratio arguments. It provides code examples using the torchvision library to demonstrate various crop and resize operations on images. The article showcases the impact of different ratio values on the resulting images through visual representations using matplotlib. The RandomResizedCrop function allows for cropping random parts of an image and resizing them based on specified parameters.