An AI-powered CAPTCHA assistance system that integrates with Google reCAPTCHA and Gemini AI to enhance user interactions with CAPTCHA challenges by providing intelligent image selection recommendations.
- AI-Powered Recommendations: Uses Gemini AI to analyze CAPTCHA images and recommend accurate selections.
- Google reCAPTCHA Integration: Seamless interaction with Google’s reCAPTCHA for real-time validation.
- Feedback Mechanism: Collects user feedback on AI recommendations to evaluate success and failure rates.
- Analytics Dashboard: Displays performance metrics such as success and failure percentages based on user feedback.
- Intuitive User Interface: Built with Material-UI to provide a sleek and user-friendly experience for interacting with CAPTCHA data.
- Frontend: React.js, Material-UI
- Backend: Node.js, JavaScript
- Database: MongoDB Atlas
- AI Integration: Gemini AI
- Other Tools: Google reCAPTCHA API
- User Interaction: Users are presented with a CAPTCHA challenge.
- AI Recommendation: Gemini AI analyzes the CAPTCHA and suggests which images to select.
- User Validation: Users make selections based on AI recommendations.
- Feedback Collection: The system records the correctness of the AI’s suggestions.
- Data Storage: Feedback and CAPTCHA interaction data are stored in MongoDB Atlas for analysis.
- Performance Evaluation: Success and failure rates are calculated and displayed.