Python 3 projects
Final-year project topics built with Python 3 — working builds, abstracts and honest quotation pricing.
Titanic Survival Prediction using Machine Learning
This project predicts Titanic passenger survival from the classic Kaggle dataset — 891 training passengers with 12 raw column...
Tomato Leaf Disease Detection using CNN
This project trains a custom CNN on the PlantVillage tomato subset (~18,000 leaf images across 10 classes — 9 diseases plus h...
Toxic Comment Detection using NLP (Jigsaw Dataset)
This project builds a multi-label text classifier that scores online comments across six toxicity categories — toxic, severe...
Traffic Flow Forecasting using LSTM
This project builds an LSTM network that forecasts highway traffic speeds one hour ahead from loop-detector data. Trained on...
Tuberculosis Detection from Chest X-ray using CNN
This project builds a convolutional neural network that screens frontal chest radiographs for TB-suggestive patterns, trained...
Turbofan Engine Remaining Useful Life Prediction using LSTM (NASA C-MAPSS)
This project predicts how many operating cycles a turbofan engine has left before failure, using the NASA C-MAPSS dataset of...
Two-Wheeler Helmet Detection from Traffic CCTV using YOLO
This project fine-tunes YOLOv8 on a ~12,000-image helmet dataset to detect two-wheeler riders in traffic CCTV and classify ea...
Used Car Price Prediction using Gradient Boosting
This project builds a gradient-boosting regressor that estimates a fair price for any used car from its brand, model segment,...
Vehicle Speed Estimation from Traffic Camera using Computer Vision
This project estimates per-vehicle speed from a single traffic camera with no radar or road sensors: YOLOv8 detects vehicles,...