SYNNEX Edge AI
Inspection Engine
Revolutionize your quality control with our state-of-the-art unsupervised learning and lightweight edge computing solutions.
Utilization Services
Advanced core technologies powering the inspection engine
Anomaly Detection
EfficientAD
Unsupervised learning model training based on normal data (Global/Local feature extraction).
Numeric Recognition
Capping OCR
Lightweight recognition models (CRNN, etc.) for LCD digit recognition on capping equipment.
Optimization
Quantization
FP16/INT8 quantization and model conversion for Jetson Orin edge deployment.
Validation
Performance Test
Performance evaluation using test sets to derive Accuracy, Recall, and Precision metrics.
App Engine Architecture
Robust infrastructure designed for edge environments
Inference App
Python-based real-time inference scripts with multi-threading pipelines.
- SYNNEX Edge Cloud Monitoring
- High-concurrency processing
IoT Environment
IoT Core integration for seamless edge connectivity.
- Edge Core Installation
- Component Deployment
Data Pipeline
Robust data synchronization logic.
- Async S3 Transmission
- Defect Image & Sampling Data Handling
Management & OTA
Remote model updates and system monitoring.
- One-click Model Updates
- System Log Collection Pipeline
Ready to Upgrade Your Inspection?
Contact us today to learn how SYNNEX Edge AI can reduce defects and improve efficiency on your production line.