Projects
- All
- Python
- Deep Learning
- Machine Learning
- Flask
Memory Master
Python Turtle-based memory game featuring a board of hidden tiles with numbers. Clicking reveals numbers; matching pairs remain visible.
Talkathon
This Flask application incorporates Flask-SocketIO for real-time communication, Flask-Login for user authentication, enabling users to log in, join a chat room, send and receive messages, and log out securely.
Iris Classification
Demonstrates SVM classification for Iris flower species using Python, showcasing model creation, hyperparameter tuning, and performance evaluation in a Jupyter Notebook.
Password Manager
A Python password manager encrypting passwords with cryptography, supporting adding, retrieving, and deleting passwords securely, utilizing JSON storage and clipboard integration.
Cat vs Dog Image Classifier
This CNN project implements image classification for cats and dogs, featuring data preprocessing, model architecture design, training, and prediction using Keras and TensorFlow.
Movie Recommender
Demonstrates collaborative filtering-based Recommender Systems using Memory-Based and Model-Based approaches on the MovieLens 100K dataset, facilitating personalized movie recommendations in a Jupyter Notebook.
Student Verification
Authenticates student identities through face recognition by matching their faces with pre-stored images, leveraging OpenCV for image processing and face recognition, ensuring secure and accurate identification.
Stock Price Prediction
This RNN project predicts Google's stock prices, featuring data preprocessing, RNN architecture design, training, and visualization of real and predicted prices using Keras and TensorFlow.
Expense Tracker
This Flask application manages expenses, allowing users to add, edit, and delete expenses with predefined categories. It utilizes Flask-SQLAlchemy for database operations and renders templates using Jinja2.