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Naster17 avatar Naster17 commented on May 29, 2024

Please advise if I want to index a very large number of persons

from deepface.

Naster17 avatar Naster17 commented on May 29, 2024

And what do you think about:
normalization (string): Normalize the input image before feeding it to the model.
Options: base, raw, Facenet, Facenet2018, VGGFace, VGGFace2, ArcFace (default is base).

for you comb. you say me before

from deepface.

serengil avatar serengil commented on May 29, 2024

1- set enforce_detection argument to False if you are working with low quality images - https://github.com/serengil/deepface/blob/master/deepface/DeepFace.py#L70

2- you should use ann algorithm to index large scale database: https://sefiks.com/tag/nearest-neighbor/

3- use the default option for normalization.

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