{"id":31582100,"url":"https://github.com/doubangotelecom/ultimateface-sdk","last_synced_at":"2025-10-05T22:03:47.121Z","repository":{"id":314191957,"uuid":"1035573980","full_name":"DoubangoTelecom/ultimateFace-SDK","owner":"DoubangoTelecom","description":"Face recognition, 3d liveness detection, deepfake detection, stream injection (virtual camera) detection and much more","archived":false,"fork":false,"pushed_at":"2025-09-11T01:38:59.000Z","size":20754,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-09-11T05:24:24.171Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"C++","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/DoubangoTelecom.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":"2025-08-10T17:25:48.000Z","updated_at":"2025-09-11T01:39:04.000Z","dependencies_parsed_at":"2025-09-11T05:34:37.780Z","dependency_job_id":null,"html_url":"https://github.com/DoubangoTelecom/ultimateFace-SDK","commit_stats":null,"previous_names":["doubangotelecom/ultimateface-sdk"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/DoubangoTelecom/ultimateFace-SDK","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DoubangoTelecom%2FultimateFace-SDK","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DoubangoTelecom%2FultimateFace-SDK/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DoubangoTelecom%2FultimateFace-SDK/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DoubangoTelecom%2FultimateFace-SDK/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DoubangoTelecom","download_url":"https://codeload.github.com/DoubangoTelecom/ultimateFace-SDK/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DoubangoTelecom%2FultimateFace-SDK/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":278526191,"owners_count":26001327,"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":"2025-10-05T02:00:06.059Z","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":[],"created_at":"2025-10-05T22:02:21.572Z","updated_at":"2025-10-05T22:03:47.114Z","avatar_url":"https://github.com/DoubangoTelecom.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"- [Getting started](#getting-started)\n  - [Checking out the source code](#checkout-source)\n  - [Trying samples](#trying-samples) (**C++**, **C#**, **Java** and **Python**)\n  - [Getting help](#technical-questions)\n\n\u003chr /\u003e\n\n- Online web demo at https://www.doubango.org/webapps/face-liveness/\n- Full documentation for the SDK at https://www.doubango.org/SDKs/face-liveness/docs/\n- Supported languages (API): **C++**, **C#**, **Java** and **Python**\n- Open source Computer Vision Library: https://github.com/DoubangoTelecom/compv\n\u003chr /\u003e\n\nTo our knowledge we’re the only company in the world that can perform [face recognition](https://www.doubango.org/SDKs/face-liveness/docs/Face_recognition.html#face-recognition), [3D liveness check](https://www.doubango.org/SDKs/face-liveness/docs/3D_passive_liveness.html#d-passive-liveness), [deepfake detection](https://www.doubango.org/SDKs/face-liveness/docs/Deepfake_detection.html#deepfake-detection), [identity concealment check](https://www.doubango.org/SDKs/face-liveness/docs/Identity_concealment.html#identity-concealment) and [stream injection (virtual camera) detection](https://www.doubango.org/SDKs/face-liveness/docs/Stream_injection_detection.html#stream-injection-virtual-camera-detection) from a single image. **Our implementation is Passive/Frictionless and takes less than 20 milliseconds.**\n\n[The stream injection module](https://www.doubango.org/SDKs/face-liveness/docs/Stream_injection_detection.html#stream-injection-virtual-camera-detection) checks whether the image or video is from a local file or delivered using a virtual camera ([OBS Studio](https://obsproject.com/), [ManyCam](https://manycam.com/), [Unity Virtual Camera](https://github.com/schellingb/UnityCapture)…). It works on all platforms (Android, iOS, Windows, Linux…). It also detects when a real stream (from real camera) is altered to modify the face (e.g. deepfake).\n\n[Deepfake check module](https://www.doubango.org/SDKs/face-liveness/docs/Deepfake_detection.html#deepfake-detection) detects whether the face is generated ex-nihilo (synthetic, AI-generated) or injected via virtual camera and superimposed.\n\n[Identity concealment module](https://www.doubango.org/SDKs/face-liveness/docs/Identity_concealment.html#identity-concealment) detects when a user tries to partially hide his/her face (e.g. 3D realistic mask, dark glasses…) or alter the facial features (e.g. heavy makeup, fake nose, fake beard…) to impersonate another user.\n\n[The 3D liveness module](https://www.doubango.org/SDKs/face-liveness/docs/3D_passive_liveness.html#d-passive-liveness) supports multiple form of spoofing attacks: `Paper Print, Screen, Video Replay, 3D (silicone, paper, tissue…) realistic face mask, 2D paper mask…`\n\n| 3D Liveness detection | Deepfake detection | Injection detection |\n|--- | --- | --- |\n| [![Doubango AI: 3D Face liveness detector stress test](https://doubango.org/videos/liveness/stress-doubango.jpg)](https://doubango.org/videos/liveness/stress-doubango-x264.mp4) | [![Doubango AI: Deepfake detection](https://doubango.org/videos/liveness/doubango-catch-deepfake.jpg)](https://doubango.org/videos/liveness/doubango-catch-deepfake-x264.mp4) | [![Doubango AI: Deepfake detection](https://doubango.org/videos/liveness/doubango-catch-inject.jpg)](https://doubango.org/videos/liveness/doubango-catch-inject-x264.mp4) |\n\n**A facial recognition system without a robust liveness detector is a playground for fraudsters.**\n\u003chr /\u003e\n\n\u003ca name=\"getting-started\"\u003e\u003c/a\u003e\n# Getting started #\nThis version supports both Windows and Linux x86_64.\n\n\u003ca name=\"checkout-source\"\u003e\u003c/a\u003e\n## Checking out the source code ##\nThe deep learning models are on a private repository for obvious reasons. To get access to the private repository you'll need to:\n  - 1/ Opt-out from all Doubango's private repositories. You cannot be beta tester on more than 1 repo at the same time.\n  - 2/ [Send us a mail](https://www.doubango.org/#contact) with your company name and Github user name (to be added to the private repo). The mail must come from @YourCompanyName, mails from other domains (e.g. @Gmail) will be ignored. **The terms of use do not allow you to decompile or reverse engineer the models.**\n  - 3/ You must include the reason for your request: R\u0026D test, educational, commercial...\n\nTo checkout the source code: `git clone --recurse-submodules -j8 https://github.com/DoubangoTelecom/ultimateFace-SDK`\n\nIf you already have the code and want to update to the latest version: `git pull --recurse-submodules`\n\n\u003ca name=\"trying-samples\"\u003e\u003c/a\u003e\n## Trying samples (**C++**, **C#**, **Java** and **Python**) ##\nGo to the [samples](samples) folder and choose your prefered language.\n\n\u003ca name=\"technical-questions\"\u003e\u003c/a\u003e\n# Technical questions #\nPlease check our [discussion group](https://groups.google.com/forum/#!forum/doubango-ai) or [twitter account](https://twitter.com/doubangotelecom?lang=en)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdoubangotelecom%2Fultimateface-sdk","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdoubangotelecom%2Fultimateface-sdk","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdoubangotelecom%2Fultimateface-sdk/lists"}