Git projects
Final-year project topics built with Git — working builds, abstracts and honest quotation pricing.
Music Genre Classification from Audio using Deep Learning
This project trains a 2D CNN on mel-spectrograms to classify music into 10 genres using the GTZAN dataset (1,000 tracks, 100...
Music Genre Classification using Machine Learning
This project builds a machine-learning classifier that sorts 30-second music clips into 10 genres from 58 audio features (MFC...
Music Player Web App with Playlist Management
This project builds a streaming-style web music player with an album-art now-playing view, an animated audio visualizer tied...
Named Entity Recognition for Legal Documents using BERT
This project extracts structured facts from Indian legal text — parties, dates, amounts, cited sections and courts — with a B...
Natural Language to SQL Query Generator
This project builds a natural-language-to-SQL generator: type a plain-English question like "show me customers from Mumbai wh...
Network Intrusion Detection using Machine Learning (NSL-KDD)
This project builds a machine-learning intrusion detector that examines a network connection's features — duration, protocol,...
Network Port Scanner Desktop App
This project builds a desktop network port scanner for lab and home networks: enter a target (single IP, range or CIDR subnet...
Network Speed Test Dashboard
This project builds a speed-test web app with an animated SVG gauge, download/upload/ping/jitter/loss metrics, a simulated te...
News Article Category Classification using DistilBERT
This project fine-tunes a DistilBERT transformer to sort news articles into five topics — business, entertainment, politics,...