{"id":20002334,"url":"https://github.com/trulyaman25/checkmate","last_synced_at":"2026-02-04T07:30:52.052Z","repository":{"id":277954806,"uuid":"877641806","full_name":"trulyaman25/checkMate","owner":"trulyaman25","description":"checkMate is a document verification solution designed to automate the process of verifying documents such as academic results, admission cards, and college ID cards.","archived":false,"fork":false,"pushed_at":"2024-11-09T20:52:26.000Z","size":36838,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-22T11:51:11.395Z","etag":null,"topics":["dapps-development","decentralized-application","document-verification","ml-engineering"],"latest_commit_sha":null,"homepage":"https://checkstudio.vercel.app/","language":"JavaScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/trulyaman25.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-10-24T01:45:18.000Z","updated_at":"2025-02-04T15:31:12.000Z","dependencies_parsed_at":"2025-02-17T07:46:31.701Z","dependency_job_id":null,"html_url":"https://github.com/trulyaman25/checkMate","commit_stats":null,"previous_names":["trulyaman25/checkmate"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/trulyaman25%2FcheckMate","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/trulyaman25%2FcheckMate/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/trulyaman25%2FcheckMate/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/trulyaman25%2FcheckMate/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/trulyaman25","download_url":"https://codeload.github.com/trulyaman25/checkMate/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252356910,"owners_count":21735047,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["dapps-development","decentralized-application","document-verification","ml-engineering"],"created_at":"2024-11-13T05:20:47.414Z","updated_at":"2026-02-04T07:30:52.018Z","avatar_url":"https://github.com/trulyaman25.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n# Check Mate\nDeployed link ---\u003e https://checkstudio.vercel.app/\n\n## Table of Contents\n- [Project Overview](#project-overview)\n- [Tech Stack](#tech-stack)\n- [Features](#features)\n- [Workflow](#workflow)\n- [Installation](#installation)\n- [Usage](#usage)\n- [Future Plans](#future-plans)\n- [License](#license)\n- [Contributors](#contributors)\n\n\n## Project Overview\n*checkMate* is a document verification solution designed to automate the process of verifying documents such as academic results, admission cards, and college ID cards. By utilizing machine learning and blockchain technology, *checkMate* ensures secure, tamper-proof storage of verified documents, making the verification process faster and more efficient for users.\n\n## Tech Stack\n- **Frontend:** HTML5, React, CSS3\n- **Backend:** Node.js, Flask, Python\n- **Machine Learning:** PyTorch, OpenCV\n- **Database:** MongoDB\n- **Storage:** IPFS\n- **Authentication:** Auth0\n\n## Features\n- User-friendly interface for document uploads.\n- Automatic document type verification using AI/ML.\n- Text extraction from documents using OCR.\n- Secure storage of documents on IPFS with unique hashes.\n- Dashboard for users to view document verification status.\n- Manual verification request functionality.\n- Future integration for companies to access verified documents via API.\n\n## Workflow\n1. **Document Upload:** Users upload a document and select its type from a dropdown menu (e.g., result, admit card, college ID card).\n2. **Type Verification:** The AI/ML model checks if the uploaded document matches the selected type.\n3. **Text Extraction:** If the type is correct, the model extracts text and features from the document.\n4. **Database Comparison:** Extracted data is compared against a dummy database using the FuzzyWuzzy algorithm.\n5. **Verification Stamp:** Verified documents receive a stamp and are stored in IPFS, generating a unique hash.\n6. **Data Storage:** The hash and relevant user data are stored in a MongoDB database.\n7. **User Dashboard:** Users can view their document verification statistics on a dashboard.\n8. **Manual Verification Requests:** Users can request manual verification by sending an email to the Head of Department with the hash of the unverified document.\n\n## Installation\nFollow these steps to set up the project on your local machine:\n\n1. **Clone the repository:**\n   ```bash\n   git clone https://github.com/trulyaman25/checkMate.git\n   ```\n\n2. **Install React dependencies:**\n   ```bash\n   cd checkMate\n   npm install\n   ```\n\n3. **Create a `.env` file:** Add the following configuration:\n   ```plaintext\n   // For MongoDB and Backend\n   SERVER_PORT=5000\n   MONGO_URI=mongodb+srv://\u003cusername\u003e:\u003cpassword\u003e@cluster0.vygshnz.mongodb.net/checkMate\n\n   // For Auth0 Authentication\n   VITE_AUTH0_DOMAIN=\u003cyour_auth0_domain\u003e\n   VITE_AUTH0_CLIENT_ID=\u003cyour_auth0_client_id\u003e\n\n   // For IPFS Storage\n   VITE_PINATA_API_KEY=\u003cyour_pinata_api_key\u003e\n   VITE_PINATA_SECRET_KEY=\u003cyour_pinata_secret_key\u003e\n   ```\n\n4. **Set up the backend:**\n   ```bash\n   cd engine\n   python -m venv .venv\n   pip install -r requirements.txt\n   ```\n\n5. **Relocate to root directory:**\n   ```\n   cd ..\n   ```\n\n5. **Run the application:**\n   ```bash\n   npm run dev\n   ```\n\n## Usage\nAfter successfully running the application, navigate to `http://localhost:5173` in your web browser. From there, you can upload documents, view verification statuses, and access your user dashboard.\n\n## Future Plans\n- Develop an API for companies to access verified documents of students by entering their Aadhaar card number.\n- Improve the AI/ML model for better accuracy in document type verification.\n- Enhance user interface and experience based on user feedback.\n\n## License\nThis project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.\n\n## Contributors\n- **Aman Kumar** - [GitHub](https://github.com/trulyaman25)\n- **Ansh Shrivastav** - [GitHub](https://github.com/ansh-d23)\n- **Sparsh Jaggi** - [GitHub](https://github.com/sparshjaggi07)\n- **Aayush Gupta** - [GitHub](https://github.com/aayush2761)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftrulyaman25%2Fcheckmate","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftrulyaman25%2Fcheckmate","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftrulyaman25%2Fcheckmate/lists"}