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facial-detection

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Created a classifier that can identify and classify 41 types of facial attributes, using an ImageNet pre-trained ResNext50 model provided by PyTorch and CelebA dataset. Multiple data augmentation techniques were used along with the MSE loss function. Obtained a training accuracy of 95.7% and test accuracy of 91.8%.

  • Updated May 12, 2021
  • Python

An intuitive Python-based face recognition system that identifies individuals in images using a database of facial images. Perfect for security and personal projects!

  • Updated Dec 12, 2023
  • Python

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