The main idea of this project is to develop a Machine Learning algorithm for classifying the facial expressions of Newborn babies in the Hospital as per the Pain Scale Assessment on a scale of 10. It involves 5 expressions mainly, they are:
- Neutral
- Pain due to Hunger
- Pain due to Discomfort
- Pain due to physical body pains/internal organ pains
- Pain due to Attention-seeking
These 5 pains can be classified under pain scale into 4 different categories. They are:
- No Pain (Scale 0 )
- Mild Pain(Scale 1-2)
- Moderate Pain (Scale 3 to 6)
- Severe Pain (Scale 7 to 10)
Based on this classification algorithm, and based on our Data Analysis obtained through the babies Facial expressions, the doctors can get to know the Low-risk and High-risk behaviour from the babies and focus on giving required attention and proper treatment to the babies that are under high-risk severity and can help their life from disasters.
- Python software installed --> You can install it from here if not installed previously - https://www.python.org/
- Any python supporting IDE(Jupyter Notebook/Pycharm)
- Tensorflow -->
pip install tensorflow - OpenCV -->
pip install opencv-python - Numpy -->
pip install numpy
This project is a part of these open source programs.
Thanks goes to these Wonderful People. Contributions of any kind are welcome!🚀