为了简化安装过程,推荐使用 pip 进行安装
pip install xface
升级 Django Cool 到新版本:
pip install -U xface
如果需要安装 GitHub 上的最新代码:
pip install https://github.com/007gzs/xface/archive/master.zip
注册+识别:
import xface
import cv2
face_analysis = xface.FaceAnalysis()
face_analysis.load()
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)
faces = face_analysis.get_faces(image)
res = [
{
'bbox': face.bbox,
'det_score': face.det_score,
'landmark': face.landmark,
'landmark_106': face.landmark_106,
'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)