Streamlining Defect Detection: Raspberry Pi Empowers Deep Learning-based Inspection Systems for Manufacturing
Summary
A solution provider designing and developing deep learning technologies-based inspection systems for manufacturers deploys reTerminal DM as the HMI for their Al vision system.
The system is utilized for pattern manufacturing and inspection during the mass production process, with a particular focus on improving the efficiency of defect detection and assembly verification. It reduces the time and error rate associated with manual inspection. The system will be extended to a wider range of production scenarios in the future.
Key Info
Seeed Solution: Raspberry Pi-powered HMI reTerminal DM
Industry: Manufacture / AI Detection
Challenge
In the manufacturing industry, the occurrence of defective products is inevitable, which can affect overall product yield and shipment efficiency. In severe cases, it can lead to customer complaints and harm brand reputation.
Having a stable and reliable defect detection system that efficiently and accurately detects and analyzes product defects, while rapidly presenting detection results, is a challenging task that all production workshops and factories must address.
Our partner has a highly mature defect detection system and software. They are currently seeking a reliable hardware provider that can seamlessly integrate with their defect detection software and operate reliably on the production line for an extended period. This partnership aims to enable their customer factories to implement defect detection on their production lines effectively.
Solution
Seeed Studio, as an official design partner of Raspberry Pi Ltd, has been committed to the research and production of Raspberry Pi edge devices, aiming to connect makers and industries.
Our partner chose the reTerminal DM, equipped with their AI detection camera and deployed with their deep learning algorithms. Leveraging the open-source platform of Raspberry Pi, they can seamlessly integrate their proprietary software. Additionally, the low-power advantages of the ARM architecture enable users to run the system stably for 24/7 while saving a significant amount on power consumption costs.
As an industrial-grade HMI, the robust design and multiple industrial interfaces of the reTerminal DM make it highly suitable for various products and factory environments. This helps partners eliminate many choice costs and addresses time and opportunity costs.
More Resources
Seeed Studio has also developed a series of wikis for the topic of computer vision by deploying OpenCV (Open Source Computer Vision Library) with our Raspberry Pi-powered HMI reTerminal (deviation of reTerminal DM), such as face detection, object detection, and color detection, guiding you through the power of Raspberry Pi and computer vision.
Seeed Studio's Raspberry Pi Ecosystem
Seeed Studio has been serving the Raspberry Pi user community since 2013 and took the lead to join the approved reseller and design partner. Since the first version of reTerminal in 2021, we have a series of products including reRouter, edge controller series, and this year reTerminal DM, serving creators, makers, enthusiasts, students, engineers, enterprises as well as industries, and every scenario needing Raspberry Pi.
More Resources
- Explore more products, full system devices, customization services, and use cases on the Seeed Raspberry Pi page.
- Download our latest Raspberry Pi success case booklet to know how Seeed and Seeed’s Raspberry Pi-powered products and solutions assist in tackling real-world challenges. Share your idea and story with our team at [email protected].
- Dive deep into our Raspberry Pi wiki page to get yours started.
- Download our latest product catalog to find the ones that suit your needs.
- Wants to discuss more customization possibilities, please check out our customization services, and submit your inquiry to [email protected] to have a deeper discussion and evaluation for you.
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