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GitHub / datarootsio / tutorial-face-mask-detection
In this project, we develop a pipeline to detect unmasked faces in images. This can, for example, be used to alert people that do not wear a mask when entering a building.
Stars: 87
Forks: 20
Open Issues: 5
License: mit
Language: Jupyter Notebook
Repo Size: 400 MB
Dependencies:
16
Created: about 4 years ago
Updated: about 1 year ago
Last pushed: over 1 year ago
Last synced: about 1 year ago
Topics: classification, computer-vision, deep-learning, face-mask-detection, face-mask-detector, facemaskdetection, keras, opencv, python-3, tensorflow, tutorial, vggface2
Files
Dependencies
- Cython ==0.29.15
- Pillow >=7.1.0
- PyYAML ==5.4
- face-detection ==0.1.4
- face-recognition ==1.3.0
- googledrivedownloader ==0.4
- ipython ==7.13.0
- jupyter ==1.0.0
- matplotlib ==3.1.3
- numpy ==1.18.2
- opencv-python ==4.2.0.34
- pandas ==1.0.3
- scikit-learn ==0.22.1
- tensorflow ==2.3.1
- tqdm ==4.44.1
- urllib3 ==1.26.5