oreobird / face-anti-spoofing

A simple face anti-spoofing based on CNN trained with HSV + YCrCb color feature, implemented with tensorflow and keras.

Face-Anti-Spoofing

A simple face anti-spoofing based on CNN trained with HSV + YCrCb color feature.

Dependencies:

	dlib >= 19.17.0
	tensorflow >= 1.12.0
	keras >= 2.2.4
	numpy >= 1.11.1
	scipy >= 0.14
	opencv-python >= 3.4.3

Usage:

• Data prepare:
  1) Download train data and model file from:
  https://pan.baidu.com/s/1izOKKs8-CRy6Ykfa13r0Ew code: u99k
  2) untar data and model to your project dir
• Train model:
  python data/NUAA/gen_label.py python main.py --train=True
• Test online via camera:
  python main.py --online=True

Detailed design doc, please reference to:

face-anti-spoofing's Issues

Can you upload to other file hoster?

Endlish version

hello tanks for share code

your model uploaded in Baidu...and all text is china

please share model and data in other host

Add a License

Please add a license.

请问A simple face anti-spoofing based on CNN trained with HSV + YCrCb color feature.是具体文章吗，或者您参考的文章，想详细了解一下

请问A simple face anti-spoofing based on CNN trained with HSV + YCrCb color feature.是具体文章吗，或者您参考的文章，想详细了解一下

Can you please share train data and model file?

Can you please share train data and model file, as the URL you provided (https://pan.baidu.com/s/1izOKKs8-CRy6Ykfa13r0Ew) is not working?

Data Augmentation

@Oreobird Is there a way to insert data augmentation inside a train_data_generator ?

Oreobird, how to contact you ? :)

Model extension

What do you think, if I extend the model by passing rPPG signals as a third input, will it improve accuracy ?

the data link you shared is not working , could you please share a new one

Share pretrain file

Hi @Oreobird
I can't download file pretrain.
Would you like to share pretrain file?
thanks
Best regards,
PeterPham

Can you share a pretrained model to test?