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About the machine vision camera
Have you ever wondered how some sophisticated devices can “see” what’s happening around them? A machine vision camera is an amazing technology that has made it possible for machines to “see” their surroundings in a similar way humans do with the help of software and sensors. Vision cameras are a combination of hardware, software, and algorithms that, when put together, allow machines to detect, classify and recognize objects in a scene. The use of a machine vision camera has been made possible by the integration of multiple technologies such as machine learning, computer hardware, and software engineering. These cameras are usually equipped with an array of cameras spread out, or multiple cameras inside them, and all these cameras together capture multiple views of the same scene, this allows for the rendering of the scene in three dimensions.
This is done by looking at the multiple views from different angles and then forming a ‘computer vision’ image of the scene. This image is then analyzed to find out what objects, people and other features are in the scene. A camera with machine vision can recognize and keep track of items, faces, gestures, motions of people, and so on. They have been used in a wide array of applications, ranging from security and surveillance, industrial robotics, and autonomous vehicles to medicine and agriculture. Now that we know what a machine vision camera is and how it works, let’s look at a few examples of these cameras that are being used in the real world below:
- The Microsoft Kinect: This is a device that can be used to detect and recognize body gestures, allowing users to interact with Xbox games or movies with just a few simple hand gestures.
- The Google Home device uses computer vision to recognize objects like people, pets, and furniture, to better understand the user’s intent and provide helpful answers.
- The DJI Ronin-S camera uses computer vision to stabilize the gimbal for smooth and professional footage.
Machine vision is also implemented inside the new Apple iPhone XS camera, using computer learning algorithms, the True Depth camera can detect depth and recognize faces in photos and videos, which helps in creating accurate face masks and adding effects to the portrait mode.
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