By combining existing inspections with AI visual inspections, we will reduce the outflow of defective products to consumers!
AI image inspection is an appearance inspection that utilizes deep learning, building models by learning the characteristics of the inspection targets from data. It enables easier operation and higher precision inspections compared to conventional inspection machines. Additionally, by replacing existing inspections with AI appearance inspections, it reduces the human costs associated with inspections. 【Technical Details (Partial)】 ■ Fusion of AI and Robotics - Many engineers with expertise in robotics are on staff, enabling automation of inspection processes involving movement through the fusion with robotics. ■ Wide range of image recognition technologies applied - YOLO Series, Mobilenet-SSD, DETR, DeepLab, DCGAN, VAE, etc. *For more details, please download the PDF or feel free to contact us.
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【Other Technical Details】 ■Support for cases with a small amount of training data - Use of anomaly detection algorithms capable of defect detection with training on only good product data - Use of self-supervised learning that incurs no annotation costs - Generation of defective images using simulation/image generation models, etc. *For more details, please download the PDF or feel free to contact us.
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Smart Group provides diverse and high-quality IT services to customers in the manufacturing industry, particularly in the automotive sector, with "ENGINEERING × VISUALIZATION" as its core competence. Leveraging the group's comprehensive capabilities, we pride ourselves on our ability to flexibly respond to various needs while aiming to enrich future living and actively challenging new fields. ■ Smartscape Inc. Engaged in the development of information systems that support design, manufacturing, production, and sales, as well as the development and sale of products characterized by efficiency tools, IoT, AI development, UI/UX design development, and 3D technology. ■ Smart Engineer Inc. Offers system service businesses that stably support IT infrastructure and is involved in content production utilizing 3DCG, as well as new technology development businesses represented by the metaverse and XR. ■ Smart Implement Inc. Provides engineering services that demonstrate high technical capabilities in areas such as automotive control system development.