Face Mask Detection (Live) Using Deep Learning

This project uses the concept of Convulational Neural Network (CNN) of Deep Learning for training the model by using image dataset to determine whether a person is wearing mask or not .

Screenshots

• PROJECT IMPLEMENTATION IS BASICALLY IN 4 PARTS :

1. Preparing image dataset to train images
2. Preparing a trained model using CNN
3. To get live image or video using opencv library
4. To detect face in a video or image

• Platform Used for Model Training : Google Colab • For normal operation IDE used is : Pycharm

Image Dataset Screenshots

Convolutional Nerwork

Link for Google Colab CNN implementation : https://colab.research.google.com/drive/1op5Ku6AkGdrdFsDPO0q34-5cLm_Cn5NW?usp=sharing

BIBLIOGRAPHY :

• For open cv : https://www.geeksforgeeks.org/python-opencv-capture-videofrom-camera/

• For face detection https://www.geeksforgeeks.org/python-haar-cascades-forobject-detection/