{"id":28365916,"url":"https://github.com/sameermujahid/ai-property-verifier2","last_synced_at":"2026-01-28T05:51:58.829Z","repository":{"id":290706033,"uuid":"975310407","full_name":"sameermujahid/ai-property-verifier2","owner":"sameermujahid","description":null,"archived":false,"fork":false,"pushed_at":"2025-05-01T09:16:05.000Z","size":178,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-19T02:38:31.024Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"HTML","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/sameermujahid.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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,"zenodo":null}},"created_at":"2025-04-30T05:41:41.000Z","updated_at":"2025-05-01T09:26:01.000Z","dependencies_parsed_at":"2025-05-01T23:01:27.469Z","dependency_job_id":null,"html_url":"https://github.com/sameermujahid/ai-property-verifier2","commit_stats":null,"previous_names":["sameermujahid/ai-property-verifier"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/sameermujahid/ai-property-verifier2","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sameermujahid%2Fai-property-verifier2","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sameermujahid%2Fai-property-verifier2/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sameermujahid%2Fai-property-verifier2/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sameermujahid%2Fai-property-verifier2/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sameermujahid","download_url":"https://codeload.github.com/sameermujahid/ai-property-verifier2/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sameermujahid%2Fai-property-verifier2/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28840237,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-28T05:50:12.573Z","status":"ssl_error","status_checked_at":"2026-01-28T05:49:54.528Z","response_time":57,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":[],"created_at":"2025-05-28T23:06:23.674Z","updated_at":"2026-01-28T05:51:58.822Z","avatar_url":"https://github.com/sameermujahid.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"---\ntitle: AI Property Verifier\nemoji: 🏠\ncolorFrom: blue\ncolorTo: indigo\nsdk: docker\npinned: false\n---\n\n# AI Property Verifier\n\nAn AI-powered property verification and fraud detection system that analyzes property listings for authenticity and potential fraud.\n\n## Features\n\n- Property listing verification\n- Fraud detection using AI models\n- Image analysis and authenticity checking\n- Document verification\n- Location validation\n- Price analysis\n- Legal document analysis\n- Cross-validation checks\n\n## Tech Stack\n\n- Python 3.8+\n- Flask\n- PyTorch\n- Transformers\n- CLIP\n- Sentence Transformers\n- spaCy\n- Tesseract OCR\n\n## Installation\n\n1. Clone the repository:\n```bash\ngit clone https://github.com/sameermujahid/ai-property-verifier.git\ncd ai-property-verifier\n```\n\n2. Create and activate virtual environment:\n```bash\npython -m venv venv\nsource venv/bin/activate  # On Windows: venv\\Scripts\\activate\n```\n\n3. Install dependencies:\n```bash\npip install -r requirements.txt\n```\n\n4. Run the application:\n```bash\npython app.py\n```\n\n## Project Structure\n\n```\n.\n├── app.py                 # Main Flask application\n├── requirements.txt       # Python dependencies\n├── templates/            # HTML templates\n│   └── index.html       # Main web interface\n├── static/              # Static files (CSS, JS, images)\n├── tests/              # Test files\n├── k8s/                # Kubernetes manifests\n└── Jenkinsfile         # CI/CD pipeline configuration\n```\n\n## Docker Deployment\n\nBuild and run with Docker:\n```bash\ndocker build -t sameermujahid/ai-property-verifier .\ndocker run -p 5000:5000 sameermujahid/ai-property-verifier\n```\n\n## Kubernetes Deployment\n\nDeploy to Kubernetes:\n```bash\nkubectl apply -f k8s/\n```\n\n## CI/CD Pipeline\n\nThe project uses:\n- GitHub for source control\n- Jenkins for CI/CD automation\n- Docker Hub for container registry\n- Kubernetes for container orchestration\n\n## Contributing\n\n1. Fork the repository\n2. Create your feature branch (`git checkout -b feature/AmazingFeature`)\n3. Commit your changes (`git commit -m 'Add some AmazingFeature'`)\n4. Push to the branch (`git push origin feature/AmazingFeature`)\n5. Open a Pull Request\n\n## License\n\nThis project is licensed under the MIT License - see the LICENSE file for details.\n\n## Contact\n\nSameer Mujahid - sameermujahid@example.com\nProject Link: https://github.com/sameermujahid/ai-property-verifier ","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsameermujahid%2Fai-property-verifier2","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsameermujahid%2Fai-property-verifier2","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsameermujahid%2Fai-property-verifier2/lists"}