All-in-One AI Vision from Development to Production
Transform your Advantech ICAM-540 from AI development platform to production-grade industrial vision system with enterprise Linux and fleet management
Solution Overview
The Advantech iCAM-540, featuring the NVIDIA Jetson Orin NX and powered by Avocado OS, delivers a production-grade smart camera platform ready to ship value in days, not months. Turnkey integration with the underlying Jetson hardware and Triton Inference Server allows application engineers to begin iterating on computer vision models from day one. This scale-ready Linux environment ensures secure, reliable deployment across fleets, with rollback protection and centralized control built in. Together, Advantech and Peridio provide a complete, programmable foundation for industrial-grade vision systems that can move seamlessly from lab to large-scale field operations.
Technical Specifications
Production Use Cases
Automated Optical Inspection (AOI)
Deploy 100 TOPS of AI performance for real-time defect detection on high-speed production lines. Process multiple inspection models simultaneously with sub-10ms latency.
Industrial Safety & Compliance
Monitor PPE compliance, detect safety violations, and track worker movement patterns. Edge processing ensures privacy compliance without cloud data transmission.
Smart Factory Analytics
Real-time production monitoring with on-device inference for quality metrics, throughput optimization, and predictive maintenance triggers.
From Challenge to Solution
Transform your deployment with production-ready infrastructure
The Challenge
The Solution
Why Choose Peridio
Production-Ready from Day One
Pre-hardened Linux OS with CAMNavi SDK, DeepStream, and TensorRT pre-integrated. No prototype-to-production gap.
Atomic AI Model Updates
Zero-downtime model deployment with automatic rollback on performance degradation. Version control and A/B testing for continuous improvement.
Enterprise Security
Hardware-accelerated encryption, secure boot, and certificate-based authentication. Zero-trust architecture built for industrial vision systems.
Vision Fleet Management
Deploy and manage hundreds of ICAM-540 cameras across industrial sites. Site-specific configurations with centralized policy enforcement.
Cross-Platform Portability
Develop on ICAM-540 with Orin NX, deploy across NVIDIA Jetson platforms. Unified toolchain prevents vendor lock-in and reduces engineering overhead.
Optimized Vision Performance
Hardware acceleration for GStreamer pipelines and TensorRT inference. Automatic resource allocation for multi-model concurrent processing.
Ready to Deploy Production-Ready AI Vision?
Transform your Advantech ICAM-540 cameras into a managed vision fleet with atomic updates, remote diagnostics, and enterprise support.