What is Machine Vision?

Machine vision is a crucial technology in modern manufacturing facilities, enabling quality assurance by using cameras and software to analyze visual data and identify defects in products. This technology can perform tasks such as measuring dimensions, identifying product colors, and detecting defects like scratches or chips, ensuring high-quality output. Machine vision systems can be categorized into traditional systems, which rely on manual algorithms and purpose-built hardware, and deep learning systems, which offer more adaptive and multipurpose capabilities. Deep learning approaches have expanded machine vision applications, allowing for object detection and defect identification across various industries, including automotive, healthcare, and infrastructure. These systems can be integrated into production processes, providing valuable data for diagnosing and resolving issues, and can be tailored to specific business needs using computer vision platforms like Roboflow.