Facial Recognition with Arcface

[ltdat1201]

Hello, I'm very interested in your project, I'm also working on implementing facial recognition on some camera chipsets. So, do you have plans to support facial recognition on your chipset? Could you support example to run arcface on AX620A?

[ZHEQIUSHUI]

now face detection model is get ready 👍 ax_scrfd_steps.cc ax_yolov7s_face_steps.cc ax_yolov5s_face_steps.cc

and the arcface model is similar to classification,you can reference the code just like ax_classification_steps.cc to get the face feature

[ltdat1201]

Hello @ZHEQIUSHUI , Thanks for your support, I am trying to convert the origin onnx arcface models (https://github.com/onnx/models/tree/main/vision/body_analysis/arcface) by Pulsar tool but still not successful yet. Could you help me with the instruction to convert this model to .joint format? My target hardware is AX620A. Thank you so much.

[ZHEQIUSHUI]

you can read the pulsar web docs in here

[ltdat1201]

Hello @ZHEQIUSHUI , we are following the pulsar document and trying to convert the arcface model. However, we occur this error so could you help me? p/s: we are just newbies in this field. The error picture: this is our configure file: test.prototxt.txt

[shitouren1994]

1. you need use onnxsimplfy to simple this model
2. after simplfy ,if bn layer has a attribute called "spatial"; you need delete it
3. dropout layer should be deleted

the fixed model is tool big, i cannot upload here.

[ltdat1201]

Hello @shitouren1994 , I will try following your suggestion. If you can, please give me the fixed model and more email information: ltdat1201@gmail.com Thanks for your support.