Skip to content

Face detection and face anonymization using MTCNN-Tensorflow.

License

Notifications You must be signed in to change notification settings

CyberAILab/MTCNN-tf-anonymization

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

10 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

MTCNN-tf-anonymization

This is a face detection & anonymization work. Face detection part is a retraining of MTCNN-Tensorflow with 1~2% improvement on accuracy. Face anonymization is implemented using OpenCV.

Dependencies

  • Tensorflow 1.6.0
  • TF-Slim
  • Python 2.7
  • Ubuntu 16.04
  • Cuda 9.0

How to test

Inside test folder, run: python image_test.py

How to train

Please refer to the MTCNN-Tensorflow for training details.

Results

result1.jpg result2.jpg result3.jpg

ROC curve on FDDB

result4.jpg

License

MIT LICENSE

References

MTCNN-Tensorflow

In addition, this project is based on results obtained from a project commissioned by the New Energy and Industrial Technology Development Organization (NEDO).

About

Face detection and face anonymization using MTCNN-Tensorflow.

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages