Machine Vision gives machines an eye for detail

Overview

Machine vision is the field of computer science that entails the extraction of information from images and videos. It is used to automate tasks such as inspection, process control, and robot guidance.

Machine vision systems typically consist of a camera, a computer, and specialized software. The camera captures images or videos of the scene being inspected or controlled. The computer then uses the software to process the images and extract the desired information. This information can then be used to make decisions or control other devices.

Machine vision is used in a wide variety of industries, including manufacturing, food and beverage, logistics, and healthcare.

Common applications of machine vision include:

Quality control

Machine vision can be used to inspect products for defects, such as cracks, dents, and missing parts.

Process control

Monitor and control manufacturing processes, such as ensuring that products are assembled correctly and that they meet quality standards.

Robot guidance

Guide robots in tasks such as pick-and-place and welding.

Security and surveillance

Monitor security cameras and identify potential threats.

Medical imaging

Analyse medical images, such as X-rays and MRIs, to help diagnose diseases and injuries.

Examples of machine vision in use today:

Self-driving cars

Machine vision is used by self-driving cars to perceive their surroundings and navigate safely.

Smartphones

Smartphones for features such as facial recognition and augmented reality.

Retail

Retail stores to track inventory and prevent theft.

Agriculture

Agriculture to grade produce and identify pests and diseases.

Manufacturing

Manufacturing to inspect products for defects and to automate tasks such as assembly and packaging.

Machine vision is a powerful technology with the potential to revolutionize many manufacturing industries.

Summary

Machine vision is a rapidly growing field with a wide range of applications. As machine vision systems become more powerful and affordable, they are being used in more and more industries to improve efficiency, quality, and safety.

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