https://github.com/praatibhsurana/face_mask_detection
A Python project making use of OpenCV and Haar-Cascade classifier to predict whether or not a person is wearing a mask.
https://github.com/praatibhsurana/face_mask_detection
cnn-model computer-vision face-mask face-recognition neural-networks opencv python
Last synced: 6 months ago
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A Python project making use of OpenCV and Haar-Cascade classifier to predict whether or not a person is wearing a mask.
- Host: GitHub
- URL: https://github.com/praatibhsurana/face_mask_detection
- Owner: praatibhsurana
- Created: 2020-08-12T13:20:50.000Z (about 5 years ago)
- Default Branch: master
- Last Pushed: 2020-08-12T14:20:05.000Z (about 5 years ago)
- Last Synced: 2025-02-06T06:52:09.465Z (8 months ago)
- Topics: cnn-model, computer-vision, face-mask, face-recognition, neural-networks, opencv, python
- Language: Jupyter Notebook
- Homepage:
- Size: 1.07 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Face_Mask_Detection
A simple custom model trained to detect presence/absence of face mask.
Made use of OpenCV, Keras, TensorFlow and a few other libraries in Python.
Faces detected using Haar cascade classifier
Read more about it here: https://docs.opencv.org/3.4/db/d28/tutorial_cascade_classifier.html
Works best when face is clearly distinguishable.
## Inspired By
[Sentdex](https://pythonprogramming.net/convolutional-neural-network-deep-learning-python-tensorflow-keras/) \
[Adrian Rosebrock](https://www.pyimagesearch.com/2020/05/04/covid-19-face-mask-detector-with-opencv-keras-tensorflow-and-deep-learning/) \
[Perceptron](https://www.youtube.com/channel/UCPNj_I8xUYCfDrAdP7tJXyg/featured)