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As the camera market is booming, so does the need to empower cameras with artificial intelligence (AI). In this blog post we discuss the need for on-camera AI and how it enhances video quality and empowers advanced video analytics. We will look at some typical cameras and applications and try to estimate the AI budget required to execute the different scenarios.

Object detection is a fundamental computer vision task that classifies and localizes all the objects in an image. It is widely used in automotive, smart city, smart home, and industry 4.0 applications, among others.