Banana Ripeness Detection 🍌

End to End project from data preparation to deployment using Flask

Features

  • Predict the ripeness stage of banana.
  • Classify banana into three different categories.
  • Model can be used to predict other fruits as well.
  • Simple and easy to understand architecture.
  • Web app for testing images in realtime.

Steps to run Code

  • Clone the repository.
git clone https://github.com/noorkhokhar99/Banana-Ripeness-Detection.git
  • Goto the cloned folder.
cd Banana-Ripeness-Detection

  • Upgrade pip with mentioned command below.
pip install --upgrade pip
  • Install requirements with mentioned command below.
pip install -r requirements.txt
  • Run the code with mentioned command below.
#if you want to change source file
streamlit run app.py

Results