{"id":25813770,"url":"https://github.com/karanjangid8656/face_landmark_detection","last_synced_at":"2026-05-14T13:34:28.526Z","repository":{"id":272962783,"uuid":"918297509","full_name":"KaranJangid8656/face_landmark_detection","owner":"KaranJangid8656","description":"Real-time face landmark detection using a webcam","archived":false,"fork":false,"pushed_at":"2025-02-05T13:26:33.000Z","size":74746,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-05T14:28:56.390Z","etag":null,"topics":["dlib","dlib-face-detection","dlib-face-recognition","opencv","opencv-python","problem-solving","python"],"latest_commit_sha":null,"homepage":"https://github.com/KaranJangid8656/face_landmark_detection","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/KaranJangid8656.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":"2025-01-17T16:37:28.000Z","updated_at":"2025-02-05T13:26:37.000Z","dependencies_parsed_at":null,"dependency_job_id":"8eca6675-4097-4444-a4f7-7d3bd45d1e0b","html_url":"https://github.com/KaranJangid8656/face_landmark_detection","commit_stats":null,"previous_names":["karanjangid8656/face_landmark_detection"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KaranJangid8656%2Fface_landmark_detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KaranJangid8656%2Fface_landmark_detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KaranJangid8656%2Fface_landmark_detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KaranJangid8656%2Fface_landmark_detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/KaranJangid8656","download_url":"https://codeload.github.com/KaranJangid8656/face_landmark_detection/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241090722,"owners_count":19908005,"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":["dlib","dlib-face-detection","dlib-face-recognition","opencv","opencv-python","problem-solving","python"],"created_at":"2025-02-28T02:49:57.753Z","updated_at":"2026-05-14T13:34:23.486Z","avatar_url":"https://github.com/KaranJangid8656.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ch1\u003eFace Landmark Detection\u003c/h1\u003e\n\n### Real-time face landmark detection using a webcam.\n\n\n\n\n\n\u003ch2\u003eOverview\u003c/h2\u003e\n\nFace Landmark Detection is a computer vision project that uses the Dlib library to detect and visualize key facial landmarks on a live video feed. This project identifies 68 facial landmarks, including the eyes, nose, mouth, and jawline, and marks them on the user's face in real-time. The project leverages OpenCV for capturing the video feed and Dlib for detecting and predicting the facial landmarks.\n\n\n\n\n\u003ch2\u003eFeatures\u003c/h2\u003e\n\n\n68 facial landmarks detected and visualized.\nFace detection using Dlib's frontal face detector.\nLandmark visualization with circles on the detected points.\nOptional mirroring of the webcam feed.\nEasy-to-use and light-weight.\n\n\n\u003ch2\u003ePrerequisites\u003c/h2\u003e\n\nTo run the project, you'll need:\n\n\n\n- `opencv-python`\n- `numpy`\n- `dlib`\n\n\n\u003ch2\u003eHow It Works\u003c/h2\u003e\n\n\n- **Capture Video Feed**: The script uses OpenCV's `cv2.VideoCapture` to access the webcam.\n- **Face Detection**: The Dlib's frontal face detector (`dlib.get_frontal_face_detector()`) is used to detect faces in each frame.\n- **Landmark Prediction**: Once a face is detected, the `dlib.shape_predictor()` is used to predict the 68 facial landmarks.\n- **Visualize Landmarks**: For each detected landmark, a small circle is drawn on the face to visualize the points.\n\n\n\nChange Detection Quality: You can experiment with different face detection and landmark prediction models in Dlib.\n\n\u003ch2\u003eKnown Issues\u003c/h2\u003e\n\nThe project may not work well under low-light conditions or poor camera quality.\nSome landmarks might be inaccurate if the face is at an unusual angle.\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkaranjangid8656%2Fface_landmark_detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkaranjangid8656%2Fface_landmark_detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkaranjangid8656%2Fface_landmark_detection/lists"}