Daniel kalu

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DIIDevHeads IoT Integration Server

•Created by Daniel kalu on 7/11/2024 in #edge-networking

Any advices on optimizing realtime loT applications with Edge Impulse on my Raspberry Pi 4

Hey guys I'm seeking expert advice on optimizing realtime loT applications with Edge Impulse on my Raspberry Pi 4. Specifically, I'm using Edge Impulse library version 2.14.0 to run a machine learning model for environmental monitoring and predictive maintenance. The model performs anomaly detection on accelerometer and gyroscope data from an MPU6050 sensor, processing 100 Hz streams. However, I'm struggling with synchronizing the real-time sensor data with the model's processing, leading to inconsistent performance. Any advice on optimizing data stream handling, such as buffering strategies or timing adjustments. @Middleware & OS

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