IoT project from RAS - Unesp Bauru
The main objective of this project is to apply IoT (Internet of Things) concepts in order to improve the comfort, security and efficiency.
The AIOTI project was designed to understand and apply the concepts of IoT technologies, the objective was to communicate the projects already developed in RAS. To achieve this goal, we selected some projects that could be implemented in our IEEE student branch, they are the ReconFace, 3D-Printer-Monitoring-App and People-Flow-Monitoring. These projects were slightly modified to send data via a MQTT network. A Node-Red server is used to control data flow, and a MySQL database to store such data, from which both are stationed along with a MQTT Broker inside a Raspberry Pi (Version 3 or superior) acting as the core of the application.
To be able to run each program, you will need to install some libraries. First of all, update your pip version using the following command:
pip install --upgrade pip
This program require computer vision and neural networks functionalities, so make sure to install the following libraries:
Numpy
pip install numpy
OpenCV
pip install opencv-python
OpenCV Contrib
pip install opencv-contrib-python
Imultils
pip install imutils
Pillow
pip install pillow
Pytest-shutil
pip install pytest-shutil
Scikit Learn
pip install scikit-learn
Paho-MQTT
pip install paho-mqtt
This program, like the one above, requires computer vision and neural networks. So, certify yourself of install correctly the packages described in the requirements file:
pip install -r people_flow_requirements.txt
This program needs just computer vision, so you will need to install the packages bellow:
Numpy
pip install numpy
OpenCV
pip3 install opencv-contrib-python
Paho-MQTT
pip install paho-mqtt
For managing all MQTT data, we chose Node-red. The application allow us to configure how the data will be stored in MySQL Databases, connecting to the local server running from a RaspBerry Pi 3. For use the file “AIoTI-Node-red-DataFlow.json”, please install the node node-red-node-mysql, which will be connected to the MySQL Server. After installing the node, you'll be able to import the flow using the json file and configure the internal servers (MQTT Broker and MySQL server).
Claudio Gabriel Rosa Dujanski | Felipe Maziero Zechel (Scrum Master) | João Pedro Olimpio |
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github.com/claudiogabriel-1 |
github.com/zechelf |
github.com/JpZwAr |
Lucas Serrano Costa | Matheus Augusto Barbosa Rodrigues | Paulo Gigliotti (Product Owner) |
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github.com/lucas-serrano |
github.com/MatheusMABR |
github.compaulo-gigliotti |