Machine Learning projects
Final-year project topics built with Machine Learning — working builds, abstracts and honest quotation pricing.
Driver Drowsiness Detection using Eye Tracking
A safety system that watches the driver's eyes through a webcam, computes the eye-aspect-ratio with facial landmarks and trig...
Facial Emotion Detection using CNN
A deep-learning system that detects faces in real time and classifies emotions — happy, sad, angry, fear, surprise, neutral —...
Fake News Detection using NLP & Machine Learning
A fake-news detector that classifies news articles as real or fake using NLP. Compares TF-IDF + Logistic Regression against L...
Multi-Agent AI System using LangGraph
A team of cooperating AI agents — researcher, planner, critic — orchestrated with LangGraph to autonomously complete complex...
Network Intrusion Detection System using ML
A network intrusion detection system that classifies network traffic as normal or attack (DoS, Probe, R2L, U2R) using machine...
Plagiarism Detection System using NLP
A text-similarity engine that detects plagiarism across submitted documents using TF-IDF cosine similarity and fingerprinting...
Plant Leaf Disease Detection using CNN
A CNN image classifier (MobileNetV2) trained on the PlantVillage dataset that detects 38+ crop diseases from a phone photo an...
Pneumonia Detection from Chest X-ray using CNN
A medical-imaging AI that classifies chest X-rays as normal or pneumonia using a fine-tuned CNN (ResNet/MobileNet). The app s...
Real-Time Sign Language Recognition
A webcam system that tracks 21 hand landmarks with MediaPipe, classifies gestures with a CNN-LSTM, and speaks the result alou...