Face-mask-detection
This repo is the copy of this repo in which me and my team members created a face mask detection model. This project is part of MLDSN workshop which started in Jul 29, 2020 and ended in 3rd August,2020.
Aim: To detect whether the person is wearing face mask or not
Face Mask Detection system is built with OpenCV, Keras/TensorFlow using Deep Learning and Computer Vision concepts to detect face masks in real-time video streams.
Dataset Source
Required Frameworks
- Tensorflow
- Keras
Required Libraries:
- Numpy
- Sklearn
- mtcnn
- OpenCV
- Pandas
- Matplotlib
- Seaborn
Installation guide:
- Download the zip file of this repo or clone the repo
- Install the required frameworks and libraries in a new environment
- Download the h5 file from here and move it to the working directory
Working guide:
- Open terminal and change the directory to the downloaded unzipped folder
- Run the below command
python face_detection_and_classification.py
- Face Mask Detection will be done in real-time
👏 Credits
- pyimagesearch for useful materials.