Scalability and Flexibility: AI-Powered Collaborative Robot for 3D Stacking and Precision Detection
10/4/2024
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Overview
As production lines require greater accuracy in transporting and stacking goods, collaborative robots equipped with AI-powered machine vision become critical for exact positioning and alignment. Moreover, these robots can enhance quality control by accurately detecting surface defects and other flaws during operations.
Solution:
Advantech’s industrial edge AI solution offers real-time vision processing to customers through a combination of compact IPC (IPC-240) with PCIe frame grabbers, AI box PCs (UNO-148V2 with an embedded NVIDIA GPU), and Edge AI PCs (MIC-770V3 with an NVIDIA RTX GPU). This enables precise control of AMRs and facilitates AI model training.
Benefits:
•High Precision with NVIDIA GPUs and IPCs: Combining NVIDIA GPUs with advanced IPCs enhances image processing by providing exceptional precision and speed, enabling accurate and efficient execution of industrial tasks.
•Real-Time Processing with Frame Grabbers: Utilizing PCIe frame grabbers, the system processes visual data in real time, allowing AMRs to make quick decisions and adapt efficiently to changing conditions.
•Scalability and Flexibility: Our modular design ensures easy scalability and customization, making it adaptable to a wide variety of applications and environments.
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