thumbor_arcface

Thumbor ArcFace can recognize side faces and higher recognition rate, solve the problem of low recognition rate of OpenCV.

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Environment

• Thumbor >= 7.0.0
• ArcFace SDK >= 3.0

Installation

pip install thumbor_arcface

Enable detector

• Add thumbor_arcface to your thumbor.conf.

DETECTORS = [
    'thumbor_arcface',
    'thumbor.detectors.feature_detector',
]

• At the end of your thumbor.conf, add ArcFace's ARC_APP_ID and ARC_SDK_KEY, Remember to modify the value.

########### ArcFace #########
ARC_APP_ID = ''
ARC_SDK_KEY = ''
ARC_FACE_SCALE = 32
ARC_FACE_MAX_NUM = 10

Debug

• Edit thumbor.conf:

STORAGE = "thumbor.storages.no_storage"

• if Engine fail (thumbor log):
  Because The validity period of the SDK has expired and you need to re-download the update .so file

2023-08-22 10:53:58 thumbor:WARNING ASFActivation sucess: 90114
2023-08-22 10:53:58 thumbor:WARNING ASF_ActiveFileInfo(startTime=b'xxx',endTime=b'xxx',platform=b'linux',sdkType=b'ArcFace',appId=b'xxxx',sdkKey=b'xxxx',sdkVersion=b'3.0.12402010101.3',fileVersion=b'2.0')
2023-08-22 10:53:58 thumbor:WARNING ASFInitEngine fail: 28678

Thanks

• ArcSoft SDK
• ArcFace-python
• thumbor_rekognition