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How can it be used for face recognition tasks?

Open DingJiang9 opened this issue 2 years ago • 1 comments

Thanks so much for the wonderful work! Here are some questions I would like to ask:

  1. The work achieved good results for face 3D reconstruction task, so is it valid for face recognition task as well?
  2. How can it be used for face recognition tasks? Is using output['canonical_deformation_map'] sufficient?
  3. If I want to use multiple views to improve face recognition, how should I use them?

DingJiang9 avatar Jun 05 '23 10:06 DingJiang9

Thanks so much for the wonderful work! Here are some questions I would like to ask:

  1. The work achieved good results for face 3D reconstruction task, so is it valid for face recognition task as well?

You can take key face landmarks recognized and train your own recognizer.

  1. How can it be used for face recognition tasks? Is using output['canonical_deformation_map'] sufficient?

Depends on your model requirements. You can also re-map and use other models for recognition.

  1. If I want to use multiple views to improve face recognition, how should I use them?

CUDA_VISIBLE_DEVICES=0 python demo.py --input_type multi_view --input_root ./assets/examples/multi_view_images --output_root ./assets/examples/multi_view_image_results

yosun avatar Jun 21 '23 18:06 yosun