trcclub / face-mask-detector

Simple Model that detects the face mask

FACE MASK DETECTOR

Simple Model that detects the face mask both with video and Image as per inout

This projects mainly focuses on CNN and Transfer Learning ie. ResNet10 Model architechture.

Requirements:
1. Python 3.0 or up installed
2. Computer Vision cv2 installed
3. Tensorflow 2.0 or up installed
4. Extenal Installs ==> imutils by pip install: pip install imutils or conda install: conda install imutils

Working:

the working is very simple and has no addition installations required

1. Run Pre-Process file named as
py data_preprocssing.py
2. Run Train daata as
py trainData.py
3. Run final file face mask detector as
py face_mask_detector.py

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Program Explanation:

The Program initially takes all the files which is read by os.listdir()

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For Downloading the dataset files or image files click the link below to my Google Drive

My Dataset Google Drive Link