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Feat task 1003 ghostfacenet model #1111

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merged 5 commits into from Mar 16, 2024
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serengil
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https://github.com/serengil/deepface/issues/XXX

What has been done

With this PR, GhostFaceNet model is added in the DeepFace model portfolio.

How to test

make lint && make test

@serengil
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serengil commented Mar 16, 2024

When I run experiments for subset of unit test items of deepface with respect to this tutorial, 99+% accuracies gotten

distance metric accuracy
cosine 0.9933333333333333
euclidean 0.9966666666666667
euclidean_l2 0.9933333333333333

Also, distributions graphs for same person and different persons classes for different distance metrics are shown below.

TLDR: this is a robust model

ghostface-distributions

@serengil serengil merged commit 167a8ca into master Mar 16, 2024
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@serengil serengil deleted the feat-task-1003-ghostfacenet-model branch March 16, 2024 10:00
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