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Edge detection is a technique used to identify the outside edge of an object or landscape to better identify what is in the image. Pattern detection is a process of recognizing repeated shapes, colors and other visual indicators in images. Image classification groups images into different categories. Feature matching is a type of pattern detection that matches similarities in images to help classify them. Simple applications of computer vision may only use one of these techniques, but more advanced uses, like computer vision for self-driving cars, rely on multiple techniques to accomplish their goal.
Video surveillance systems involve strategic placement of security cameras, monitoring motion and activity, generating alerts, transmitting footage, and storing that footage. Cameras can be both indoors and outside. Cost, of course, is a big factor for many businesses, and there are many options and features to consider across a broad spectrum of price points. This guide will help you understand your options as well as some of the pros and cons of the various equipment.