{"id":18496566,"url":"https://github.com/AtticusZeller/BoostFace","last_synced_at":"2025-04-08T22:32:23.135Z","repository":{"id":229389688,"uuid":"749063316","full_name":"AtticusZeller/BoostFace","owner":"AtticusZeller","description":"😎real time  fullstack face recognition system","archived":true,"fork":false,"pushed_at":"2025-03-04T05:44:28.000Z","size":159583,"stargazers_count":7,"open_issues_count":7,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-23T19:13:59.259Z","etag":null,"topics":["arcface-face-recognition","deep-learning","face-detection","face-recognition","fastapi","insightface","milvus","onnxruntime","scrfd","streamlit","tracking"],"latest_commit_sha":null,"homepage":"","language":"Python","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/AtticusZeller.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":".github/CODEOWNERS","security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-01-27T13:36:25.000Z","updated_at":"2025-03-14T07:10:23.000Z","dependencies_parsed_at":"2025-03-03T18:33:05.678Z","dependency_job_id":null,"html_url":"https://github.com/AtticusZeller/BoostFace","commit_stats":null,"previous_names":["atticuszz/boostface","atticuszeller/boostface"],"tags_count":2,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AtticusZeller%2FBoostFace","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AtticusZeller%2FBoostFace/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AtticusZeller%2FBoostFace/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AtticusZeller%2FBoostFace/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AtticusZeller","download_url":"https://codeload.github.com/AtticusZeller/BoostFace/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247940767,"owners_count":21022022,"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":["arcface-face-recognition","deep-learning","face-detection","face-recognition","fastapi","insightface","milvus","onnxruntime","scrfd","streamlit","tracking"],"created_at":"2024-11-06T13:29:58.140Z","updated_at":"2025-04-08T22:32:18.127Z","avatar_url":"https://github.com/AtticusZeller.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🚀 BoostFace 🚀\n\nWelcome to **BoostFace**! The cutting-edge, high-performance face recognition system designed to revolutionize the way we think about real-time identification and tracking. Built with a powerful stack of technologies, BoostFace is your go-to solution for handling high-load, high-concurrency scenarios with ease and efficiency. 🌟\n## Demo\n![img.png](assets/img.png)\n## 🛠 Tech Stack\n\n- **Frontend**: Leveraging [Streamlit](https://streamlit.io/) for an intuitive, user-friendly interface, combined with SCRFD for efficient and accurate face detection, and SORT for multi-object tracking. Real-time image transmission is facilitated through Websockets, ensuring a seamless and dynamic user experience. 🖥️\n\n- **Backend**: Powered by [FastAPI](https://fastapi.tiangolo.com/) for lightning-fast backend operations, [ONNX Runtime](https://onnx.ai/onnx-runtime) for optimized machine learning model inference, and [CUDA](https://developer.nvidia.com/cuda-zone)/[cuDNN](https://developer.nvidia.com/cudnn) for leveraging NVIDIA's GPU acceleration. To round it all off, [Milvus](https://milvus.io/) is used to handle the heavy lifting of vector similarity search, making our system not only fast but also incredibly scalable. 🚀\n\n## 🌈 Features\n\n- **Real-Time Face Recognition**: Identify and track faces in real-time with unparalleled accuracy. 🤖\n\n- **High Scalability**: Ready to handle an expansive number of concurrent requests without breaking a sweat. 📈\n\n- **Low Latency**: Designed from the ground up to minimize response times, making it ideal for real-time applications. ⚡\n\n- **Easy Integration**: With a well-documented API, integrating BoostFace into your existing infrastructure is a breeze. 🌐\n\n## 📚 Getting Started\n\nDive into the world of high-performance face recognition by cloning this repo and following our detailed setup instructions. Whether you're a developer looking to integrate face recognition into your project, or you're simply curious about the technology, BoostFace has something for everyone.\n\n```bash\ngit clone https://github.com/Atticuszz/boostface.git\ncd boostface\n```\n\n### prepare\n- download arcface_onnx model\n```bash\ncd src/Demo/backend/services/inference/model_zoo\nwget https://github.com/Atticuszz/BoostFace/releases/download/dataset/models.zip\nunzip models.zip\nrm -rf models.zip\n```\n- init env\n```bash\ncd src/Demo\nconda env create -f environment.yml\nconda activate BoostFace-demo\n```\n- register demo face after backend start\n```bash\n# register demo\npython src/Demo/web/inference/utils/register.py\n```\n\n### run \n\n- start vector database\n```bash\ndocker-compose up src/Demo/backend/services/db/milvus-standalone-docker-compose.yml\n```\n\n- start backend\n```bash\n# run backend\npython src/Demo/backend/main.py\n```\n\n- start web\n```bash\nstreamlit run src/Demo/web/main.py\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FAtticusZeller%2FBoostFace","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FAtticusZeller%2FBoostFace","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FAtticusZeller%2FBoostFace/lists"}