NeuralEdge On-Device Vision
Real-time embedded computer vision for automated quality inspection
About This Product
NeuralEdge Vision harnesses mobile NPU acceleration (Qualcomm Hexagon, MediaTek APU, Apple Neural Engine) to execute quantized YOLO and segmentation models at 60 FPS directly on the handset. Eliminating cloud latency and bandwidth overhead, it detects sub-millimeter component defects, verifies barcode/OCR serialized batches, and automates warehouse inventory audits in real time.
Key Features & Capabilities
Sub-15ms Local NPU Inference
Quantized neural networks running directly on device silicon without requiring active cloud connections.
Sub-Millimeter Defect Classification
Multi-class surface flaw, tolerance deviation, and packaging anomaly detection with visual heatmaps.
High-Density Serialized OCR
Simultaneous real-time scanning of dozens of DataMatrix, QR codes, and alphanumeric serial plates.
Automated QA Compliance Audits
Instant generation of structured inspection certificates complete with timestamped anomaly logs.
Architecture Highlights
- 60 FPS on-device NPU inference
- Zero cloud bandwidth dependency
- Automated QA compliance logs