A python tool to detect if a person is wearing a mask or not in real-time using deep learning techniques. It works with images, videos, and real-time videos as well.
A CNN based Image Classification model to classify people with and without masks.
A pilot project of Face mask detection. During the times of COVID-19, covering our face with a mask and maintaining social distancing is essential.
With advancements in the field of Deep Learning, now we can easily train a model and check if someone is earning a mask or not.
I have made FaceMask Detection.ipynb
private to avoid misuse, contact me @[email protected] for complete directory ☺
Need a detailed explanation of the project? ping me for personal 1-1 explanation ☝
🗃 Dataset | 📰 HaarCascade |
---|---|
Link | File |
It would be highly motivating, if you can STAR⭐ this repo if you find it helpful.😅
./FaceMask Detection using Deep Learning.ipynb
You can setup this project using either of the methods mentioned below.
pipenv install --ignore-pipfile
pipenv shell
pip install -r requirements.txt
👁 Creator Disclaimer Since the dataset used here is Open-Sourced, this code should only be used for research/academic/personal purposes only. The models were trained on the prajnasb's Open Source dataset, any form of commercial use is strictly prohibhited. Please contact me for all further queries.😉