Python 3 projects
Final-year project topics built with Python 3 — working builds, abstracts and honest quotation pricing.
MCQ Distractor Generation using Transformers
This project automates the hardest part of writing multiple-choice questions: the wrong answers. A T5 model fine-tuned on the...
Medicinal Plant Identification from Leaves using CNN
This project builds a convolutional neural network that identifies medicinal plants from leaf photographs — Tulsi, Neem, Aloe...
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 CNN (GTZAN)
This project trains a convolutional neural network to classify music into 10 genres from mel spectrograms, using the GTZAN da...
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...
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,...
News Article Category Classification using DistilBERT
This project fine-tunes a DistilBERT transformer to sort news articles into five topics — business, entertainment, politics,...
Offline Dictionary Desktop App with Word History
This project is a desktop dictionary that works with zero internet: a local database of 52,400 English words with definitions...
Parking Lot Occupancy Detection using Computer Vision
This project trains a CNN bay-classifier on the PKLot dataset (12,417 lot images, ~696,000 segmented parking spaces) to mark...