face-obfuscation

This is a toy example of A Study of Face Obfuscation in ImageNet.

Kaiyu Yang, Jacqueline Yau, Li Fei-Fei, Jia Deng, and Olga Russakovsky

@article{yang2021imagenetfaces,
 title={A Study of Face Obfuscation in ImageNet},
 author={Yang, Kaiyu and Yau, Jacqueline and Fei-Fei, Li and Deng, Jia and Russakovsky, Olga},
 journal={arXiv preprint arXiv:2103.06191},
 year={2021}
}

I used MTCNN model from facenet_pytorch to detect a face and original blur code from imagenet-face-obfuscation.

[Note] Please visit each github to check the license.

Requirements

• python 3.6 and upper.
• torch == 1.8.1 (for MTCNN)
• torchvision == 0.9.1 (for MTCNN)
• facenet-pytorch == 2.5.2
• matplotlib == 3.3.4
• numpy == 1.19.5

Specified in requirements.txt

pip install -r requirements.txt

Result