Face recognition using arch face

General
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1

I am using the yolov8 face and the recognition model is: archface. but the issue is there are face attribute model avaiable on hailo model zoo. but no face aligner. in there official pipeline they used “.so” file to used as cropper and face aligner. I am interested in using onnx files. can anyone gudie??

2

Hey @textremoval2023,

If you have a face alignment model in either ONNX or TensorFlow format, you have a good option for using it with the Hailo-8 chip. Here’s what you can do:

  1. Start with your face aligner model in either .onnx or TensorFlow format.

  2. Use our DFC (Dataflow Compiler) tool to convert this model into an HEF (Hailo Executable Format) model.

  3. Once converted to HEF, you can then use this face alignment model directly on the Hailo-8 chip.

This approach allows you to integrate your preferred face alignment step into the pipeline while making it compatible with the Hailo-8 hardware.

Is there anything else you’d like me to clarify or expand upon in this explanation?