EdgeLite: 开源边缘AI网关,13种工业协议+ONNX推理引擎,传感器/视觉AI双确认。Python,10分钟Docker部署。
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Updated
May 25, 2026 - Python
EdgeLite: 开源边缘AI网关,13种工业协议+ONNX推理引擎,传感器/视觉AI双确认。Python,10分钟Docker部署。
Real-time predictive maintenance platform. Kafka streaming, LSTM + Random Forest ML, FastAPI inference with MC Dropout uncertainty, automated drift detection & retraining, multi-channel alerting, and Streamlit + Grafana dashboards. Production-grade async Python on TimescaleDB.
Embedded firmware on STM32F401CCU6 (Blackpill) bfor multi-sensor data acquisition and Modbus RTU communication.
Detect equipment faults in real time with streaming ML and anomaly detection for predictive maintenance in manufacturing
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