Inspiration
I made this project keeping in mind the covid -19 situation. In the present World, it becomes tough for security guards on the gates to check each and every person entering the school. It is time consuming and a tedious job.
What it does
So, what this face-id-security camera does is that it checks whether the person entering is authorized or not using a deep learning model trained and deployed. Moreover, it also uses a mysql database to store the data permanently.If an unauthorized person tries to enter the school, it produces a loud beep sound.
How we built it
I built it using Python Programming language. I used a deep learning model. The model was trained and deployed on a Tkinter python app. I used Python-mysql connectivity to connect to the database and store the face(keypoints as numpy array ), name in the backend(my-sql database).
Challenges we ran into
I made the model but at a point it was not as accurate as it should be. I I had to test it many times to set the accuracy levels. Ultimately, it was working as it was suppose to work.
Accomplishments that we're proud of
I am proud to make a software that will help solve a problem of the World.
What we learned
I learned to use a deep learning model for face-recognition.
What's next for FACE-ID-SECURITY-CAMERA
This project can not only be applied in schools i.e. the education field but also it can we used in the healthcare and environment field by using it in hospitals or offices.
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