Choosing a final year project is hard. Here are 5 Python ideas that are easy to demo and easy to explain in a viva.
1. Face Recognition Attendance System
Use OpenCV and the face_recognition library to detect faces from a webcam and mark attendance in a CSV file or database.
2. Fake News Detection
Train a text classifier (TF-IDF with Logistic Regression) on a labelled news dataset and build a small Flask page to test headlines.
3. Heart Disease Prediction
Use a public heart disease dataset, compare Random Forest, SVM and Logistic Regression, and show accuracy and a confusion matrix.
4. Sign Language to Text
Capture hand landmarks with MediaPipe and classify gestures to show letters or words on screen.
5. Expense Tracker with Dashboard
Build a Flask and SQLite app with charts that show monthly spending by category.
Tips
- Pick a project you can explain line by line.
- Prepare answers on your dataset, algorithm, accuracy and limitations.
- Add one feature of your own so the project is unique.
More project ideas: collegeprojectexpert.in
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