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OFace.

Project description

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安装与升级

为了简化安装过程,推荐使用 pip 进行安装

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)

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