Circulus ARCeye
Last Updated: April 21, 2026
ARCeye is an on-device anomaly and defect detection solution designed for real-world manufacturing environments where quality, speed, and cost efficiency are critical. Built for deployment on Intel® Core Ultra processors, ARCeye delivers real-time visual inspection directly at the edge, eliminating the need for cloud connectivity or discrete GPUs. Using Anomalib, the system learns normal production patterns from unlabeled images, enabling rapid deployment even when defect data is limited or unknown. Models are accelerated with Intel® oneAPI Deep Neural Network Library (oneDNN) and optimized through OpenVINO to achieve low-latency, energy-efficient inference on integrated CPU, GPU, and NPU resources. Deep Learning Streamer enables seamless integration with industrial cameras and production systems, supporting continuous, line-speed inspection. ARCeye helps manufacturers reduce defect leakage, lower operational costs, and scale AI-based quality control with confidence.
- Application Features
- Real-Time Edge AI
- High Accuracy with Dual Vision
- Anomaly Detection
- Low-Latency Inference
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