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Yield and Predict the Firmness of Strawberries

High air humidity can significantly reduce strawberry yield and shorten shelf life. This study introduces an AI model that leverages historical data to accurately predict both yield and fruit firmness. By providing actionable insights, the model helps farmers take timely measures to optimize production and improve fruit quality.


Installation Instructions

1. Install Dependencies

Ensure all required dependencies are listed in the requirements.txt file. Install them using the following command:

pip install -r requirements.txt

2. Install the Setup File

Navigate to the directory where the setup.py file is located, and install the package by running:

pip install .

3. Running the Script

After installation, you can execute the process_and_train_model function from anywhere in your terminal with the command:

train_model