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Face Detection - find relevant face

Hello,

Disclaimer: This is not about identiy finding - we dicussed that very long and successfull("Facenet", "Siamese Networks") here on open cv.

I am currently importing and processing(creating embeddings) images of popular persons. Some of these popular persons i am interested in are not the only person in the image(some crowd for a wrestler image for example) and my face detector gets multiple detections.

Its a bit sad - i dont want to skip these pictures. Hmm what can i do to get the right? Some trivial thoughts:

  • pick biggest bounding box
  • pick bounding box with highes confidence

I could also combine these two things and maybe thats already enough? Any thoughts / hints on this?

Thank you a lot + Greetings, Holger

Face Detection - find relevant face

Hello,

Disclaimer: This is not about identiy identity finding - we dicussed that very long and successfull("Facenet", "Siamese Networks") here on open cv.

I am currently importing and processing(creating embeddings) images of popular persons. Some of these popular persons i am interested in are not the only person in the image(some crowd for a wrestler image for example) and my face detector gets multiple detections.

Its a bit sad - i dont want to skip these pictures. Hmm what can i do to get the right? Some trivial thoughts:

  • pick biggest bounding box
  • pick bounding box with highes highest confidence

I could also combine these two things and maybe thats already enough? Any thoughts / hints on this?

Thank you a lot + Greetings, Holger