Project Description

The Human Verify Image-Based CAPTCHAs project is a security feature designed using Django, HTML, CSS, and JavaScript to differentiate between human users and bots during sign-ups and system interactions. Powered by a Convolutional Neural Network (CNN), the CAPTCHA system analyzes user interactions with images to identify patterns that bots cannot easily replicate. I was responsible for developing the entire system, including backend setup, training and implementing the machine learning model, and integrating it into the web application. This project highlights my expertise in advanced technologies like CNNs and my ability to create secure, reliable, and user-friendly solutions for modern web applications.