HTML5 canvas demo projects
Final-year project topics built with HTML5 canvas demo — working builds, abstracts and honest quotation pricing.
Bike Sharing Demand Prediction using Machine Learning
This project builds a gradient-boosting regressor that predicts hourly bike-sharing rental demand from hour, weekday, tempera...
Credit Card Fraud Detection using XGBoost
This project builds an XGBoost classifier that scores credit-card transactions for fraud in milliseconds, trained on the publ...
ECG Arrhythmia Detection using 1D CNN
This project builds a 1D convolutional neural network that classifies individual ECG heartbeats into the five AAMI arrhythmia...
Electricity Demand Forecasting using LSTM
This project builds a stacked LSTM network that forecasts the next 24 hours of electricity demand from a 7-day window of hous...
Flight Fare Prediction using Machine Learning
This project builds a gradient-boosting regressor that predicts domestic flight fares from route, airline, stops, duration an...
Handwritten Digit Recognition with Custom CNN (MNIST)
This project builds a custom convolutional neural network that reads handwritten digits (0–9) from 28×28 grayscale images, tr...
Hotel Booking Cancellation Prediction using Machine Learning
This project predicts which hotel reservations are likely to be canceled — while there is still time to save them — using the...
Human Activity Recognition using Smartphone Sensors
This project builds a human activity recognition system that classifies six everyday activities from smartphone accelerometer...
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...