👩💻 Join our community of thousands of amazing developers!
Title: Smart-Inspect: Micro Scale Localization and Classification of Smartphone Glass Defects for Industrial Automation. Abstract: The presence of any type of defect on the glass screen of smart devices has a great impact on their quality. We present a robust semi-supervised learning framework for intelligent micro-scaled localization and classification of defects on a 16K pixel image of smartphone glass. Our model features the efficient recognition and labeling of three types of defects: scratc...