The main advantage of Machine Learning in industrial optical inspection applications is the ability to identify and classify models or image patterns that are subject to background noise interference. Likewise the process of human learning through accumulation of experience, Machine Learning can optimize software accuracy and performance through continous data gathering and training.

Visionatic's excellent R&D team has developed VIVA Vision® machine vision software, and accumulated more than 10 years of experience in automated optical inspection. With solid experience and the latest Deep Learning technologies, Visionatics offers custom system integration services, including high-speed computing equipment such as AI Edge Computing devices, GPU and CPU  to bring powerful AOI+AI solutions to intelligent manufacturing.

Defect Detection & Classification

Steps :

• Define object and Classification
• Sample image Collection
• Set-up & Calibration
• ML training
• Detection logic Ouput
• On-line Testing
• Continuos training & Improvement

Application fields:

• High Tech Industry (Panels, Wafers, Semiconductor Packaging...)
• Medical Image Analysis
• Precision Metal processing
• Automobile Components inspection
• Traditional Manufacturing (Textiles, Shoes, Plastics, Glass...)
• Consumer Products Quality Control