VINOTHRAJ R's repositories
Hear_It
This is a simple music player app, with light Weight. scanning the files in fraction of seconds.
Digital_Attendance
Attendance is a compulsory requirement of every organization. Maintaining attendance register daily is a difficult and time-consuming task. There are many automated methods for the same available like Biometric, RFID and many more. This project provides an efficient and smart method for marking attendance. As it is known that primary identification for any human is face, face recognition provides an accurate system which overcomes the ambiguities like fake attendance, and time consumption. This system uses camera to capture photo and recognize the faces of students or employee's present in the photo will be marked present and attendance is stored.The captured photo is sent to the server, the face of the students are recognised and are marked present.
Face_Mask
The current pandemic situation of COVID-19 has led us to wear mask to safeguard us from others and the other way around too, yet there are very few people who refused to wear masks and we have come up with a solution to identify people not wearing the masks. Our project uses deep learning algorithms to detect whether a person has worn a mask or not. We are using a pretrained resnet50 to train the dataset which helps us to get significant accuracy. The significance of the model is it has residual connections that helps to solve the vanishing gradient problem to an extent which has a major impact on accuracy of the test set. The images are then measured for a cosine distance with the face of people present in the database to find the person not wearing the mask. This can be used in institutions where there are enormous people.