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What does a model look for when segmenting a face ?

❗ This project was made on an older version of torch-dreams, so it might not work:exclamation:

Breaking it down

Eyebrows

When the model looks for an eyebrow, it actually looks for three things:

  1. The hair over the eyebrow (obvious)
  2. The area just above the eye (not so obvious)
  3. The eyeball (not so obvious)

Eyebrows

When the model looks for an eyebrow, it actually looks for three things:

  1. The hair over the eyebrow (obvious)
  2. The area just above the eye (not so obvious)
  3. The eyeball (not so obvious)

Eyes

For the eye, the model looks for:

  1. Eyeball (obvious)
  2. Corners of the eye (obvious)
  3. Eyebrow hair (not so obvious)

Ears

For the ear, the model looks for:

  1. The upper ear (obvious)
  2. Ear canal's dark shadow (not so obvious)

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turning a face segmentation model inside out

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