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Real-time optical intelligence, edge video processing, and multi-modal sensor fusion. Converting high-bandwidth sensory feeds into actionable operational decisions directly on edge accelerators.
Architectures can be designed to minimize raw-video retention, process frames in volatile buffers, and transmit signed event metadata instead of persistent video streams.
MIPI CSI-2, USB3, or GigE Vision frame capture.
ISP normalization, crop, and color-space conversion in DMA.
Object detection, boundary segmentation on local NPU.
Synthesize bounding boxes and defect coordinates while volatile frame buffers are cleared.
GPIO air-blast reject, safety relay trip, or operator alarm.
Cryptographically signed JSON telemetry to enterprise MES.
Clearly distinguishing between demonstrated reference architectures, prototypes, and research concepts.
Line-speed surface defect detection, dimensional tolerance verification, and assembly integrity verification on high-speed manufacturing lines.
Optical and thermal monitoring of substations, electrical transformers, pipelines, and civil structural health in remote locations.
Synthesizing optical video feeds with thermal infrared, LiDAR point clouds, and vibration IMUs for robust spatial awareness.
Measuring facility occupancy, directional movement flow, and safety perimeter violations without storing or transmitting personal imagery.
From industrial line-speed inspection to privacy-preserving sensor nodes, our engineering team can assist with optical pipeline architecture and edge model selection.