Smart Parking & Traffic Management System (IoT)
AI Signature Verification System is an intelligent desktop/web application developed to automatically verify handwritten signatures using image processing and classical machine learning techniques. The system helps organizations authenticate signatures quickly, accurately, and securely, reducing manual verification time and minimizing human errors.
The application allows administrators to register users, upload genuine signature samples, train a machine learning model, and verify newly submitted signatures. During verification, the system preprocesses the signature image, extracts important visual features, and compares them with previously stored genuine signatures. The trained model then predicts whether the signature is genuine or forged and displays the confidence score along with the verification result.AI Signature Verification System is an intelligent desktop/web application developed to automatically verify handwritten signatures using image processing and classical machine learning techniques. The system helps organizations authenticate signatures quickly, accurately, and securely, reducing manual verification time and minimizing human errors.
The application allows administrators to register users, upload genuine signature samples, train a machine learning model, and verify newly submitted signatures. During verification, the system preprocesses the signature image, extracts important visual features, and compares them with previously stored genuine signatures. The trained model then predicts whether the signature is genuine or forged and displays the confidence score along with the verification result.
