kienptitit/IOT-Project

SCSS

IOT-Group 39

Nguyễn Trung Kiên - B20DCCN359
Trịnh Tuấn Khanh - B20DCCN371

Run Project

Create a database named 'iot-1' in your MySQL Server. Ensure to update the MySQL username and password in the application.properties file accordingly.
Modify the ipServer variable in the manage-device.js, add-device.js, and user.js files to reflect your IPV4 address.
Run Main.java

Retrieve the Weight file from Google Drive, unzip the contents, and deposit them into the PythonServer directory as follows:

PythonServer
    Weights
        Checkpoint-Swin
        best_kaggle.pt
        class_name.pkl
        model_simaese_59.pt
        new_model_plants_grow.pt
    Plants_Grow.py
    Server.py
    requirement.txt

Install the required libraries:

conda activate <your enviroment>
cd PythonServer
pip install requirement.txt

Run Python Server
```
cd PythonServer 
python Server.py
```

AI Model Training

Pets Detection

Training data is available at the following link
Training file is Training_file/pests-detection.ipynb

Plants Classification

Training data is available at the following link
Training file is Training_file/iot-project-swin-transformer.ipynb

Plants Grow Monitoring

Training data is available at the following link
Training file is Training_file/plants-grow.ipynb