https://github.com/007gzs/oface

https://github.com/007gzs/oface

Last synced: 6 days ago
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• Host: GitHub
• URL: https://github.com/007gzs/oface
• Owner: 007gzs
• License: mit
• Created: 2021-05-18T07:50:49.000Z (over 3 years ago)
• Default Branch: master
• Last Pushed: 2021-06-01T05:10:37.000Z (over 3 years ago)
• Last Synced: 2024-09-27T16:06:28.487Z (about 2 months ago)
• Language: Python
• Size: 797 KB
• Stars: 2
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.rst
  • License: LICENSE

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README

        
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OFace

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.. image:: https://img.shields.io/pypi/v/oface.svg

       :target: https://pypi.org/project/oface

安装与升级

==========

为了简化安装过程，推荐使用 pip 进行安装

.. code-block:: bash

    pip install oface

升级 OFace 到新版本::

    pip install -U oface

如果需要安装 GitHub 上的最新代码::

    pip install https://github.com/007gzs/oface/archive/master.zip

预训练模型下载地址

=======================

`百度云下载 `_ 提取码：face

`DropBox下载 `_

快速使用

==========

注册+识别::

    import oface

    import cv2

    MODEL_PATH = os.path.join(os.path.dirname(__file__), "models")

    face_analysis = oface.FaceAnalysis(model_path=MODEL_PATH)

    for i in range(5):

        image = cv2.imread("label%d.jpg" % i)

        faces = face_analysis.get_faces(image, max_num=1)

        if faces:

            face_analysis.register_face("label%d" % i, faces[0].feature)

    image = cv2.imread("test.jpg")

    faces = face_analysis.get_faces(image)

    res = [

        {

            'bbox': face.bbox,

            'det_score': face.det_score,

            'landmark': face.landmark,

            'sim_face_ids': [{'face_id': face_id, 'sim': float(sim)} for face_id, sim in face.sim_face_ids or []]

        }

        for face in faces

    ]

    print(res)