- Scikit-learn - ML library used
- Tensorflow Keras - ML library used
- OpenCV - CV library used
- Pandas - Python Data Manipulation library used
Mask.ipynb - This is the main file with all the data preprocessing and Machine learning and Deep Learning Models.
- Installing libraries and Dependencies
- Importing dataset
- Data preprocessing - Basic data information, cleaning and transforming the data using augmentations and adding noise
- Dividing into test and train datasets
- Applying Machine Learning models
- Applying Deep learning Models
- Cross-validation
- Application on Real world Data
| Name | Year | Branch |
|---|---|---|
| Harsh Agarwal | Sophomore | EE |
| Saptashrungi Birajdar | Sophomore | CSE |