Matplotlib projects
Final-year project topics built with Matplotlib — working builds, abstracts and honest quotation pricing.
Automatic Number Plate Recognition using OpenCV
A computer-vision system that detects vehicle number plates in images and video, segments characters and recognizes them with...
Book Recommendation using Collaborative Filtering (Book-Crossing)
This project builds an item-based collaborative-filtering recommender on the Book-Crossing benchmark (1.15 million ratings) t...
Crop Recommendation System using Machine Learning
An AgriTech recommender that suggests the best crop to plant from soil nutrients (N, P, K), pH, temperature, humidity and rai...
Customer Churn Prediction using Machine Learning
A telecom-style churn predictor that flags customers likely to cancel using XGBoost on usage, billing and support-ticket feat...
Customer Segmentation using K-Means Clustering (Mall Customers)
This project applies K-Means clustering to the classic Mall Customers dataset (200 customers) to discover five interpretable...
Deepfake Image Detection using Deep Learning
A forensic AI system that distinguishes real photos from AI-manipulated faces using a CNN with frequency-domain features. The...
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...
Electricity Theft Detection using XGBoost
This project builds an XGBoost classifier that flags electricity theft from smart-meter consumption records. It engineers tam...
Energy Consumption Anomaly Detection using Smart Meter Data
This project builds an energy-consumption anomaly detector that learns a household's normal electricity usage pattern from sm...