Face-Mask-Detection

Require Package Installation

This project is written by Python 3.For install require_package,Open a terminal

Run the command,

   sudo git clone https://github.com/Myat-Min-Khant/Face-Mask-Detection.git
   
   cd Face-Mask-Detection/

   sudo pip3 install -r require_package.txt

Note,You can modify of the package version from a require_package file but this project is worked with this package of version.

Usage

Open a terminal,Go to the Face-Mask-Detection folder,Run the Command

sudo chmod +x video_image.py live_webcam.py

if you are using for image and video, check the help command.

sudo python3 video_image.py --help

usage: video_image.py [-h] [-i INPUT] [-s SAVE] [-v VIDEO] -c [CONFIDENCE]

optional arguments:

 -h, --help            show this help message and exit
 
 -i INPUT, --input INPUT
                    path of input image
                    
-s SAVE, --save SAVE  path of save image or video

-v VIDEO, --video VIDEO
                    path of input video
                    
-c [CONFIDENCE], --confidence [CONFIDENCE]
                    Confidence point of face detection(default = 0.5)

You will see What the arguments are!

for image example usage,

sudo python3 video_image.py -i "path of input your image" -c

                (or)

save image,

sudo python3 video_image.py -i "path of your input image" -s "path of ouput your image" -c

And then for video example usage is same too,

for example,

sudo python3 video_image.py -v "path of  input your video file " -c

            (or)

save video,

sudo python3 video_image.py -v "path of your input video file" -s "path of output your video file" -c

If you are using for webcam,

Check the help Command , sudo python3 live_webcam.py --help

Simply Run The Command,

sudo python3 live_webcam.py  -c

        (or)

save live_webcam frame,

sudo python3 live_webcam.py -s "path of output  your frame(extension with mp4 or avi)" -c

Note,"-c" confidence is the face detection of possible point rectangle.By default, -c is 0.5.However,you can adjustable for this point like 0.169 or 0.4.For example, -c 0.169 or 0.4 and anyother you can play around for this confidence value.If you are interesting to the confidence point of face detection! Check Out this https://www.researchgate.net/publication/3845479_Comparison_of_confidence_measures_for_face_recognition paper.

License

Send to mail [email protected]

myat-min-khant / face-mask-detection Goto Github PK