NumPy · scikit-learn · metrics & confusion matrix projects
Final-year project topics built with NumPy · scikit-learn · metrics & confusion matrix — working builds, abstracts and honest quotation pricing.
House Number Recognition using SVHN
This project builds a digit-recognition pipeline that reads house numbers from street photos. A CNN digit classifier trained...
Insect Pest Identification using CNN
This project builds an image-classification system that identifies crop insect pests from field photographs. A transfer-learn...
Parking Slot Occupancy Detection using CNN
This project builds a vision pipeline that classifies parking slots as free or occupied from camera frames. A CNN binary clas...
Solar Panel Defect Detection using CNN
This project builds an inspection assistant that spots solar-cell defects from electroluminescence (EL) imagery. A ResNet or...
Vehicle Damage Assessment using CNN
This project builds a transfer-learning CNN that categorizes visible car damage — dent, scratch, cracked bumper, broken headl...