Image Processing projects
Final-year project topics built with Image Processing — working builds, abstracts and honest quotation pricing.
AI-Based Smart Traffic Management System
A YOLO-based vision system that counts vehicles per lane from traffic-camera feeds, dynamically retimes signals by lane densi...
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...
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...
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 —...
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...
Signature Verification using Siamese Networks
A forensic AI system that verifies handwritten signatures using a Siamese neural network. Two identical CNN branches embed a...