I am a keen IoT inventor as a hobbyist in Sydney and very passionate about IoT and Alogrithm such as MACHINE LEARNING, COMPUTATIONAL STATISTICS and so on. Also, I have spent almost every day of the past 15 years making robots or electronic inventions or computer programs.
- JetBot(NVIDIA Jetson Nano 2GB & 4GB): An Autonomous Car
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Running the Jetbot: Watch My Demo
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Jetbot 4GB Vs JetBot2GB
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- My Heart Rate(bpm) For Time Series Analysis(Apple Watch2)
- 개요
- iPhone & Apple Watch HealthKit 데이터 추출 및 컨버터 사용법
- CSV 데이타로 추출후 각자 데이타클리닝작업을 해야한다.
- 애플워치2를 통해서 Heart rate 데이타시각화 및 시계열분석
- Dataset
- Source Code
- Data Visualization
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Prediction
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Apple Watch with Heart
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Photodiode Sensors
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Heart Rate (bpm)
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Histogram
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Density
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Lag Plot
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Autocorelation Diagram
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- 개요
- Time Series Analysis of Temperature Data for 5G LTE Cat.M1 Device(SKT Telecom)
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Using SQLite3_with_LTE_Cat.M1 Device
- Whole Framework:
- Time Series Analysis:
- TSA + RNN Model:
- TSA + LSTM Model:
- Whole Framework:
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Seoul Weahter Twitter (Time Series Analysis)
- AI DeepCounter System (Real Time Deep Learning)
- IoT Sensor System By SigFox(LPWAN)
- iPhone Apps for image recognition
- TensorFlow-Powered Vision For Pi-based robot
- YOLO-Powered_Robot_Vision
- IBM Watson Cloud Robot
- RNN Stock Price Prediction By TensorFlow
- My Home Automation
- MQTT Gas Valve For Home Safety (Node-RED)
MQTT(Message Queueing Telemetry Transport) is a Machine-To-Machine(M2M) or Internet of Things (IoT) connectivity protocol that was designed to be extremely lightweight and useful when low battery power consumption and low network bandwidth is at a premium and connection quality could be unreliable. It was invented in 1999 by Dr Andy Stanford-Clark and Arlen Nipper and is now an Oasis Standard.
- IoT remote gas valve for forgetful mum (Python): Click Here.
- The Cheapest IoT Home Security Camera: Click Here.
- Where is my IoT sensor device?
- Green Can-Money System.
