CSE/IT Project Ideas for Final year
1) Face based Attendance management system
The management of the attendance can be a great burden on the teachers if it is done by hand. .To resolve this problem, smart and auto attendance management system is being utilized. By utilizing this framework, the problem of proxies and students being marked present even though they are not physically present can easily be solved. This system marks the attendance using live video stream. The frames are extracted from video using OpenCV. The main implementation steps used in this type of system are face detection and recognizing the detected face, for which dlib is used. After these, the connection of recognized faces ought to be conceivable by comparing with the database containing student's faces. This model will be a successful technique to manage the attendance of students.
Keywords: Attendance system, Automated attendance, Image Processing, Face detection, Feature matching, Face recognition.
2) Credit Card Fraud Detection Models
Fraud models can be tackled with both supervised and unsupervised Machine Learning algorithms. In the first case, traditional classification algorithms are used; in the second case, we can use anomaly detection techniques. The use of neural networks is also efficient, but it requires a great deal of training data with an equal amount of data points for two classes: abnormal and normal. However, in the case of fraud detection, there’s always a lack of balanced datasets.
3) crime rate prediction system
Day by day the crime rate is increasing considerably. Crime cannot be predicted since it is neither systematic nor random. Also the modern technologies and hi-tech methods help criminals in achieving their misdeeds. According to Crime Records Bureau crimes like burglary, arson etc have been decreased while crimes like murder, sex abuse, gang rape etc have been increased. Even though we cannot predict who all may be the victims of crime but can predict the place that has probability for its occurrence.
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