Skip to content

Built a simple lightweight, object detection program that can determine when someone is wearing a mask or not. Leveraged the object-detection API and TensorFlow framework to train the SSD-mobile net neural network consisting of 300+ images to come up with these detections.

License

Notifications You must be signed in to change notification settings

zakirangwala/Mask-Detector

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

32 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Mask Detector

We are going through difficult times right now where it is vital to wear a mask to ensure the safety of yourself as well as others. I created a simple and lightweight object detection program that can detect if you are wearing a mask or not. Utilized the object detection API and tensorflow framework to train the SSD-mobile net neural network consisting of 300+ images to come up with these detections through Python. Model has a accuracy of 92% based on testing data. Take a look at some examples down below :

Mask Class

NoMask Class

About

Built a simple lightweight, object detection program that can determine when someone is wearing a mask or not. Leveraged the object-detection API and TensorFlow framework to train the SSD-mobile net neural network consisting of 300+ images to come up with these detections.

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages