Face Mask Detection system built with Flutter, TensorFlow using Deep Learning and Computer Vision concepts in order to detect face masks using images
In the present scenario due to Covid-19, there is no efficient face mask detection applications which are now in high demand for transportation means, densely populated areas, residential districts, large-scale manufacturers and other enterprises to ensure safety. Also, the absence of large datasets of ‘with_mask’ images has made this task more cumbersome and challenging.
| With Mask | Without Mask |
|---|---|
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Teachable Machine Link
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The dataset used can be downloaded here - Click to Download
- with_mask: 1000+ images
- without_mask: 1500+ images
The images used were real images of faces wearing masks. The images were collected from the following sources:
- Kaggle datasets
You can contribute by doing one of the following:
- Starring the repository ⭐
- Forking the repository 🍴
- Creating an Issue ❌
- Creating a Pull Request ✔
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