AIOT AIS Connect Computer Vision Deep Learning AI
AIOT AIS CONNECT: Advanced Computer Vision AI Solution for Smart Manufacturing
The advent of smart manufacturing has brought a new level of intelligence to production floors, with technologies like AI and IoT transforming how companies monitor, control, and optimize their operations. AIOT AIS CONNECT is an innovative AI development platform that leverages computer vision and deep learning to meet the growing needs of intelligent manufacturing, particularly in areas like defect detection, quality control (QC), event detection, and non-intrusive data extraction.
At its core, AIOT AIS CONNECT combines a powerful hardware foundation with advanced AI software, delivering a ready-to-deploy solution that simplifies the creation and deployment of vision-based applications for automation. By incorporating state-of-the-art AI tools, it enables manufacturers to quickly develop robust, data-driven solutions without the need for extensive coding or technical expertise.
High-Performance Hardware: IPC524 AI Edge Platform
AIOT AIS CONNECT is built around a high-performance Intel® Core™-based AI edge platform, IPC524. This industrial PC system features a 9th generation Intel® Core™ i7® processor with an LGA1151 socket, optimized for high-performance deep learning tasks. With seven expansion slots and ample front-access I/O interfaces, IPC524 is designed to accommodate a range of computing needs and peripherals, including high-resolution cameras and high-computing GPU/VPU units for intensive AI workloads.
The IPC524 platform supports powerful AI processing, making it ideal for real-time defect detection, event monitoring, and non-intrusive data gathering on the production line. With sufficient PCIe and PCI slots, manufacturers can seamlessly integrate additional modules to extend the platform’s functionality, tailoring it to specific industrial applications.
Axiomtek AI Suite (AIS) – The AI Software Framework
The Axiomtek AI Suite (AIS) is the software component that powers AIOT AIS CONNECT. Based on the Intel® Edge Software Hub for Industrial, the AIS suite incorporates frameworks like TensorFlow and Intel® OpenVINO™, providing an end-to-end solution for deep learning applications, from training to inference. This integration ensures that AIOT AIS CONNECT can deliver high accuracy and real-time processing in demanding industrial environments.
AIS is designed to streamline AI deployment with the following features:
- No-Code Deployment: AIS offers a web-based interface with intuitive design, enabling users to deploy AI models without programming skills. This ease of use makes it accessible to operators and engineers who may not have extensive AI backgrounds.
- Optimized for Intel® OpenVINO™: AIS is fine-tuned to leverage Intel’s model optimizer and inference engine, ensuring optimal performance and compatibility with Intel® hardware for deep learning inference on the edge.
- Comprehensive Deep Learning Workflow: AIS supports the entire deep learning pipeline, allowing manufacturers to handle everything from data collection and model training to inference on the same platform. This end-to-end capability makes it easier to implement computer vision tasks in real-world production environments.
Built-in Dashboard and Lightweight SCADA Engine
To simplify monitoring and data visualization, AIS includes a lightweight SCADA (Supervisory Control and Data Acquisition) engine that allows users to display AI data in real-time on customizable dashboards. The built-in dashboard components are intuitive and user-friendly, making it easy to set up and track key performance indicators (KPIs) for defect detection, QC, and other quality management metrics.
The SCADA engine enables operators to monitor production insights at a glance, ensuring timely responses to events like equipment malfunctions or quality deviations. By presenting AI-powered data on a single display, the dashboard fosters faster decision-making and process optimization.
Advanced Connectivity with MQTT and RESTful API
AIOT AIS CONNECT is equipped with communication protocols such as MQTT and RESTful API, which allow seamless data sharing with other systems, dashboards, or cloud servers. These protocols enable real-time data exchange between the AIS platform and external systems, making it possible to integrate AIOT AIS CONNECT into broader factory management or ERP (Enterprise Resource Planning) systems. This connectivity ensures that AI-driven insights are not isolated but contribute to the larger ecosystem of smart manufacturing tools.
With MQTT, for instance, manufacturers can establish low-latency, lightweight communication between devices, enabling continuous monitoring and fast data updates for edge-to-cloud connectivity. The RESTful API further facilitates integration with third-party applications, enhancing flexibility and scalability across different industrial environments.
Versatile AI Edge Compatibility
AIOT AIS CONNECT is designed with AI Edge compatibility, allowing manufacturers to deploy the solution across various industrial edge platforms and IPC (Industrial PC) systems. This flexibility means that users can choose the most suitable AI edge platform for their specific needs, whether for high-compute environments or lightweight deployments in smaller production lines.
Key Benefits of AIOT AIS CONNECT in Smart Manufacturing
- Automated Quality Control: The computer vision capabilities of AIOT AIS CONNECT enable automatic defect detection, which improves product quality by catching flaws in real time. This reduces waste and enhances overall quality control processes.
- Predictive Maintenance and Event Detection: By identifying and analyzing operational anomalies, the platform supports predictive maintenance and event detection, minimizing unplanned downtime and optimizing machine utilization.
- Non-Intrusive Data Collection: The platform’s vision-based data extraction allows manufacturers to gather insights without interrupting production, ensuring seamless data capture for monitoring and analysis.
- Fast Deployment with Minimal Coding: Thanks to its intuitive interface and no-code deployment features, AIOT AIS CONNECT makes it easy for operators to set up and manage AI applications, significantly reducing time-to-deployment.
- Seamless Integration with Cloud and Industrial IoT Ecosystems: With built-in communication protocols and edge compatibility, the solution integrates smoothly into existing IoT infrastructures, enhancing the digital transformation of manufacturing processes.
AIOT AIS CONNECT represents a comprehensive, application-ready AI solution for smart manufacturing. Combining a powerful Intel-based hardware platform with a versatile AI software suite, it offers manufacturers an accessible way to implement computer vision applications for defect detection, QC, and more. With its end-to-end deep learning capabilities, intuitive dashboard, and connectivity options, AIOT AIS CONNECT enables industrial facilities to harness the full potential of AI and IoT, driving productivity and quality improvements while simplifying complex deployment processes.