Avalue AI Box PC: GPU-Accelerated Edge Inference for Industrial AI Applications

AI at the Edge — Without the Cloud

Factory AI applications demand low-latency inference. Sending image data to a cloud server for processing introduces unacceptable delays for real-time quality inspection and process control. Avalue AI Box PCs bring GPU-accelerated AI inference directly to the production line — fast, local, and reliable.

GPU Options

• NVIDIA GeForce / RTX series — CUDA-accelerated, ideal for deep learning vision models (YOLO, ResNet, custom CNNs)
• Intel Arc GPU — OpenVINO-optimised, lower power consumption
• Intel Core Ultra NPU — built-in neural processing unit for lightweight inference without discrete GPU

Industrial-Grade Design

• Ruggedised steel chassis with vibration isolation
• Active cooling with dust-filtered fan or semi-passive design
• Multiple GigE or 10GbE ports for camera network connectivity
• 24V DC wide input for industrial power supplies
• DIN rail or VESA mount options

Key Applications

• Visual quality inspection — PCB defect detection, label verification, surface inspection
• Predictive maintenance — vibration signature analysis, thermal anomaly detection
• Autonomous mobile robot (AMR) compute node
• AI-assisted process optimisation

TSL Automation Solutions can configure and supply Avalue AI Box PCs for your specific AI workload. Contact us with your camera count, model complexity, and inference latency requirements.