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Showing posts with the label movidius

Predicting Sensor Readings with Time Series Machine Learning

Predicting Sensor Readings with Time Series Machine Learning Sensors: Sensor Unit ( https://shop.pimoroni.com/products/enviro?variant=31155658457171 ) BME280 temperature, pressure, humidity sensor LTR-559 light and proximity sensor MICS6814 analog gas sensor ADS1015 ADC with spare channel for adding another analog sensor MEMS microphone 0.96-inch, 160 x 80 color LCD Unit Raspberry Pi 4 Intel Movidius 2 JDK 8 MiNIFi Java Agent 0.6.0 Python 3 See :    https://www.datainmotion.dev/2019/12/iot-series-minifi-agent-on-raspberry-pi.html See :     https://learn.pimoroni.com/tutorial/sandyj/getting-started-with-enviro-plus Source :    https://github.com/tspannhw/meetup-sensors/   https://github.com/tspannhw/ClouderaFlowManagementWorkshop    Example Data {"uuid": "rpi4_uuid_omi_20200417211935", "amplitude100": 0.3, "amplitude500": 0.1, "amplitude1000": 0.1, "lownoise": 0.1, "

IoT Series: MiNiFi Agent on Raspberry Pi 4 with Enviro+ Hat For Environmental Monitoring and Analytics

IoT Series:  MiNiFi Agent on Raspberry Pi 4 with Enviro+ Hat For Environmental Monitoring and Analytics Summary :  Our powerful edge device streams sensor readings for environmental readings while also performing edge analytics with deep learning libraries and enhanced edge VPU.   We can perform complex running calculations on sensor data locally on the box before making potentially expense network calls.  We can also decide when to send out data based on heuristics, machine learning or simple if-then logic. Use Case:    Monitor Environment.   Act Local, Report Global. Stack :   FLANK Category :   AI, IoT, Edge2AI, Real-Time Streaming, Sensors, Cameras, Telemetry. Hardware :  Intel Movidius NCC 2 VPU (Neural Computing), Pimoroni Enviro Plus pHAT, Raspberry Pi 4 (4GB Edition). Software :  Python 3 + Java + MiNiFi Agents + Cloudera Edge Flow Manager (EFM/CEM) + Apache NiFi.   Using Mm... FLaNK Stack. Keywords :  Edge2AI, CV, AI, Deep Learning, Cloudera, NiFi, Ras

EFM Series: Using MiNiFi Agents on Raspberry Pi 4 with Intel Movidius Neural Compute Stick 2, Apache NiFi and AI

EFM Series:   Using MiNiFi Agents on Raspberry Pi 4 with Intel Movidius Neural Compute Stick 2, Apache NiFi and AI The good news is Raspberry Pi 4 can run MiNiFi Java Agents, Intel Movidius Neural Compute Stick 2 and AI libraries.   You can now use this 4GB of RAM device to run IoT with AI on the edge. Flow From MiNiFi Agent Running OpenVino, SysLog Tail and Grabbing WebCam Images Configure The Execution of OpenVino Python Applications on RPI 4 Events Returning from Raspberry Pi 4 Models Used Download model using downloader. Github https://github.com/tspannhw/minifi-rpi4-ncc2 DATE=$(date +"%Y-%m-%d_%H%M") fswebcam -q -r 1280x720 --no-banner /opt/demo/images/$DATE.jpg python3 /opt/intel/openvino/build/test.py /opt/demo/images/$DATE.jpg Software Apache NiFi Apache NiFi - MiNiFi Agents TensorFlow OpenVino Python 3 FSWEBCAM OpenCV DNN PSUTIL Python Libraries pip3 install getmac pip3 install psutil pip3 install --u