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AI CAPTCHA Solver

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.

Features

  • 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.

Tech Stack

  • Frontend: React.js, Material-UI
  • Backend: Node.js, JavaScript
  • Database: MongoDB Atlas
  • AI Integration: Gemini AI
  • Other Tools: Google reCAPTCHA API

Project Workflow

  1. User Interaction: Users are presented with a CAPTCHA challenge.
  2. AI Recommendation: Gemini AI analyzes the CAPTCHA and suggests which images to select.
  3. User Validation: Users make selections based on AI recommendations.
  4. Feedback Collection: The system records the correctness of the AI’s suggestions.
  5. Data Storage: Feedback and CAPTCHA interaction data are stored in MongoDB Atlas for analysis.
  6. Performance Evaluation: Success and failure rates are calculated and displayed.