Automatic Defect Inspection Solution

Automated optical inspection (AOI) is an automated visual inspection. Quality requirements for manufacturers are becoming higher to meet customer demands. Manual inspection is traditionally required to guarantee product quality. It is commonly used in the manufacturing process, because it is a non-contact test method. defects could be introduced and harmful to the quality. It is necessary to classify the defects detected by AOI machine appropriately especially killer defects. Deep learning (DL), especially convolutional neural networks (CNN), has proven to be very effective for image detection and classification, and is now being adopted to solve industrial inspection tasks.

Accelerate Computer Vision with OpenVINO toolkit

• A toolkit to fast-track development of high performance computer vision and deep learning into vision applications.
• It enables deep learning on hardware accelerators and easy heterogeneous execution across Intel platforms.
• Components include:
   1. Model optimizer
   2. Inference engine
   3. Optimized functions for OpenCV
   4. Media encode/decode

Winsonic intelligent machine vision systems with Intel® Open VINO™ toolkit

• High-performance Intel® Core™ processors
• Intel® Movidius™ VPU
• Intel® OpenVINO™ toolkit