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davisking / dlib-models

Trained model files for dlib example programs.
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dlib_face_recognition_resnet_model_v1.dat dataset #42

Open jpsalada opened 3 years ago

jpsalada commented 3 years ago

Hi all,

Would it be possible to share the dataset used for _dlib_face_recognition_resnet_modelv1.dat . I understand that some images came from VGG and others from FaceScrub, but then others were scrapped from the Internet.

The reason I am asking this is we need to evaluate and prove there is no gender, race or age bias in the model, and having the dataset used for training would help a lot in this.

Thank you, Joao

davisking commented 3 years ago

The data isn't available. But you don't need to check for this, the model is definitely biased towards generally good looking american celebrities (e.g. white middle aged adults)

On Tue, Nov 3, 2020 at 5:47 AM jpsalada notifications@github.com wrote:

Hi all,

Would it be possible to share the dataset used for dlib_face_recognition_resnet_model_v1.dat . I understand that some images came from VGG and others from FaceScrub, but then others were scrapped from the Internet.

The reason I am asking this is we need to evaluate and prove there is no gender, race or age bias in the model, and having the dataset used for training would help a lot in this.

Thank you, Joao

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