{"id":27026944,"url":"https://github.com/nuraj250/traceback-reverse-image-finder","last_synced_at":"2026-05-05T04:39:39.406Z","repository":{"id":285971762,"uuid":"953317984","full_name":"Nuraj250/TraceBack-Reverse-Image-Finder","owner":"Nuraj250","description":"TraceBack helps you instantly find the source of any image, detect edits or crops, and identify AI-generated or fake images—all with one click.","archived":false,"fork":false,"pushed_at":"2025-12-04T16:29:09.000Z","size":922,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-12-08T00:44:00.229Z","etag":null,"topics":["ai-image-detection","computer-vision","deep-learning","flask","image-recognition","opencv","perceptual-hashing","react","reverse-image-search"],"latest_commit_sha":null,"homepage":"","language":"JavaScript","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/Nuraj250.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,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-03-23T04:21:15.000Z","updated_at":"2025-12-04T16:29:07.000Z","dependencies_parsed_at":null,"dependency_job_id":"faaf92ed-04e5-4b3b-bc55-8965279b6538","html_url":"https://github.com/Nuraj250/TraceBack-Reverse-Image-Finder","commit_stats":null,"previous_names":["nuraj250/traceback-reverse-image-finder"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Nuraj250/TraceBack-Reverse-Image-Finder","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Nuraj250%2FTraceBack-Reverse-Image-Finder","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Nuraj250%2FTraceBack-Reverse-Image-Finder/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Nuraj250%2FTraceBack-Reverse-Image-Finder/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Nuraj250%2FTraceBack-Reverse-Image-Finder/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Nuraj250","download_url":"https://codeload.github.com/Nuraj250/TraceBack-Reverse-Image-Finder/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Nuraj250%2FTraceBack-Reverse-Image-Finder/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32636096,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-04T10:08:07.713Z","status":"online","status_checked_at":"2026-05-05T02:00:06.033Z","response_time":54,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":["ai-image-detection","computer-vision","deep-learning","flask","image-recognition","opencv","perceptual-hashing","react","reverse-image-search"],"created_at":"2025-04-04T23:16:32.915Z","updated_at":"2026-05-05T04:39:39.401Z","avatar_url":"https://github.com/Nuraj250.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🕵️‍♂️ TraceBack – Reverse Image Finder\n\nTraceBack is a full-stack web application built with **React** and **Flask** that allows you to:\n\n- Upload an image via drag \u0026 drop or file picker\n- Detect and compare it with existing images\n- See visual similarity scores\n- Analyze if it's AI-generated using DeepFace\n- Export results to CSV or PDF\n\n---\n\n## 🚀 Features\n\n- 🔍 Reverse image lookup using OpenCV feature matching (ORB)\n- 🧬 Perceptual hashing for fast comparisons\n- 🤖 AI image detection using DeepFace\n- 📊 Visual similarity indicators\n- 📁 Drag and drop upload\n- 📤 Export results (CSV / PDF)\n\n---\n\n## 🖼️ Preview\n\n### 🔼 Upload Image\n![Upload](docs/screenshot-upload.jpeg)\n\n### 📊 Matched Results\n![Results](docs/screenshot-results.jpeg)\n\n---\n\n## 🧱 Tech Stack\n\n| Frontend | Backend |\n|----------|---------|\n| React + Axios | Flask |\n| HTML5 Drag-and-Drop | OpenCV (ORB) |\n| FileSaver.js, jsPDF | DeepFace + Pillow + ImageHash |\n\n---\n\n## 🛠️ Installation\n\n### 1. Clone the repo\n\n```bash\ngit clone https://github.com/Nuraj250/traceback.git\ncd traceback\n```\n\n---\n\n### 2. Setup Backend (Flask)\n\n```bash\ncd backend\npython -m venv venv\nsource venv/bin/activate  # or venv\\Scripts\\activate on Windows\npip install -r requirements.txt\npython app.py\n```\n\n\u003e Flask runs on: `http://localhost:5000`\n\nMake sure you have test images in `backend/static/database/`.\n\n---\n\n### 3. Setup Frontend (React)\n\n```bash\ncd ../frontend\nnpm install\nnpm start\n```\n\n\u003e React runs on: `http://localhost:3000`\n\n---\n\n## 📂 Folder Structure\n\n```\ntraceback/\n├── backend/\n│   ├── app.py\n│   ├── static/uploads/\n│   ├── static/database/\n│   ├── utils/image_search.py\n├── frontend/\n│   ├── src/App.jsx\n│   ├── src/components/ResultCard.jsx\n│   ├── public/\n│   └── docs/\n│       ├── screenshot-upload.png\n│       └── screenshot-results.png\n├── README.md\n```\n\n---\n\n## 📤 Exports\n\n- 📄 Click “Export CSV” to download results in `.csv`\n- 🧾 Click “Export PDF” for a clean printable report\n\n---\n\n## 💡 Future Ideas\n\n- Image hosting (Cloudinary / S3)\n- Save user history\n- Real-time similarity percentage tuning\n- Mobile UI optimization\n\n---\n\n## 📜 License\n\nMIT © [Nuraj](https://github.com/Nuraj250)\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnuraj250%2Ftraceback-reverse-image-finder","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnuraj250%2Ftraceback-reverse-image-finder","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnuraj250%2Ftraceback-reverse-image-finder/lists"}