{"id":31320624,"url":"https://github.com/nyx1311/attendance-using-face-recognition","last_synced_at":"2025-09-25T16:52:48.191Z","repository":{"id":315728366,"uuid":"1060628810","full_name":"Nyx1311/Attendance-using-face-recognition","owner":"Nyx1311","description":"“📸👩‍💻 Automated Attendance System using Facial Recognition 🤖✅ – mark students present in real-time \u0026 generate reports effortlessly 📊📝","archived":false,"fork":false,"pushed_at":"2025-09-20T09:38:38.000Z","size":1493,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-09-20T11:30:24.399Z","etag":null,"topics":["cv","opencv-python","pillow","python3","trinket"],"latest_commit_sha":null,"homepage":"","language":"Python","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/Nyx1311.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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-09-20T09:15:23.000Z","updated_at":"2025-09-20T09:40:42.000Z","dependencies_parsed_at":"2025-09-20T11:40:37.250Z","dependency_job_id":null,"html_url":"https://github.com/Nyx1311/Attendance-using-face-recognition","commit_stats":null,"previous_names":["nyx1311/attendance-using-face-recognition"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/Nyx1311/Attendance-using-face-recognition","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Nyx1311%2FAttendance-using-face-recognition","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Nyx1311%2FAttendance-using-face-recognition/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Nyx1311%2FAttendance-using-face-recognition/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Nyx1311%2FAttendance-using-face-recognition/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Nyx1311","download_url":"https://codeload.github.com/Nyx1311/Attendance-using-face-recognition/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Nyx1311%2FAttendance-using-face-recognition/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":276953985,"owners_count":25734618,"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","status":"online","status_checked_at":"2025-09-25T02:00:09.612Z","response_time":80,"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":["cv","opencv-python","pillow","python3","trinket"],"created_at":"2025-09-25T16:52:43.425Z","updated_at":"2025-09-25T16:52:48.181Z","avatar_url":"https://github.com/Nyx1311.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n# **Attendance Management System Using Facial Recognition** 👩‍💻👨‍💻\n\n**“Mark attendance in real-time with the power of AI and computer vision!”** 🤖✨\n\nAn **automated attendance system** that uses **computer vision** to detect and recognize faces, logging attendance efficiently and accurately. This system **reduces manual effort** and provides **instant attendance reports** in CSV or Excel formats, making it ideal for classrooms, labs, and workplaces.\n\n---\n\n## **Key Features** ⭐\n\n* **Real-time face detection \u0026 recognition** 🕵️‍♂️\n* **Automated attendance logging** and **report generation** 📊\n* **Text-to-speech feedback** for user interactions 🗣️\n* **Simple GUI interface** for student registration, training the recognizer, and viewing attendance records 🖥️\n\n---\n\n## **Tech Stack** 🛠️\n\n* **Python** – core language for AI, automation, and GUI\n* **OpenCV / opencv-contrib-python** – face detection and recognition\n* **Pillow** – image preprocessing and manipulation\n* **NumPy** – numerical computations and array handling\n* **pandas** – managing and processing attendance records\n* **openpyxl** – read/write Excel files for attendance reports\n* **Tkinter** – GUI for registration, training, and reports\n* **pyttsx3** – text-to-speech feedback\n* **Haarcascade Classifier** – face detection\n* **LBPH Face Recognizer** – robust face recognition\n\n---\n\n## **How It Works** ⚙️\n\n1. **Capture and preprocess student images** 📸\n2. **Train the LBPH face recognizer** with the dataset 🏋️‍♂️\n3. **Detect and match faces in real-time** 🔍\n4. **Automatically log attendance and generate reports** 📝\n\n---\n\n## **Usage** 💻\n\n1. Clone the repository.\n2. Install required dependencies:\n\n```bash\npip install -r requirements.txt\n```\n\n3. Run the application:\n\n```bash\npython attendance.py\n```\n\nWeb \u0026 GUI:\n\nTkinter – GUI for registration, attendance, and reports\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnyx1311%2Fattendance-using-face-recognition","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnyx1311%2Fattendance-using-face-recognition","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnyx1311%2Fattendance-using-face-recognition/lists"}