CNN projects
Final-year project topics built with CNN — working builds, abstracts and honest quotation pricing.
Brain Tumor Detection using CNN
A deep-learning system that detects brain tumors from MRI scans using a convolutional neural network, with Grad-CAM heatmaps...
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...
Diabetic Retinopathy Detection using CNN
A medical-imaging AI that detects and grades diabetic retinopathy from retinal fundus photographs using a CNN trained on the...
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...
Signature Verification using Siamese Networks
A forensic AI system that verifies handwritten signatures using a Siamese neural network. Two identical CNN branches embed a...
Skin Disease Detection using CNN
An AI dermatology assistant that classifies common skin conditions from smartphone photos using a CNN trained on the HAM10000...
Speech Emotion Recognition using Machine Learning
A system that recognizes emotions from speech audio by extracting MFCC features and classifying them with a CNN/LSTM. The app...