FASNet

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How can I get train dataset?

5

Thanks for sharing your code. I'll train the model myself with tensorflow. How can I get the train image dataset?

apollo-time

can't use weight directly

6

I get a error when i run test.py : ValueError: Dimension 0 in both shapes must be equal, but are 25088 and 4608. Shapes are [25088,256] and [4608,256]. for 'Assign_84'...

txthanh1178793

Can the weight file be used directly

37

@OeslleLucena Hi, will the REPLAY-ftweights18.h5 and 3DMAD-ftweights18.h5 these two weights is already trained weight file? Can be used directly, or need to combine with VGG-16 weights and then training? There...

okmmsky888

I am trying to open REPLAY.h5... model model = keras.load_model(path) and it throws ``` ValueError: Cannot create group in read-only mode. ```

AayushShah25

How to transfer The REPLAY_ATTACKS dataset to the input of FASNets?

2

I got the REPLAY_ATTACKS dataset and found that is all video, but the inputs of FASNets should be pictures,right? I transfer the video to the picture per 20 frame，and test...

moonyoung430

Technical cooperation

1

Hello, we are very interested in your open source code, I don't know if I can cooperate. We are a start-up company from China and are currently working on face...

huillll

training dataset..., folder structure of training and validation of dataset

1

can you explain how to arrange train and validation dataset?

sathiez

My results always return 1.

6

I just use the FASNet.py,run on Keras(Using TensorFlow backend) using the weights REPLAY-ftweights18.h5.I Pre-processing the input data ( find the face and cropped to a window sized 96 pixels ).But...

superxi

In [NUAA](http://parnec.nuaa.edu.cn/xtan/data/nuaaimposterdb.html) dataset, all test images return 1. In all real face images, 2735 images with prob=1, and the remaining 627 images with prob>0.9. In all attack images, 1903 images...

Jason-xin

For anyone else interested, this model doesnt seem to work

6

I just tried 3DMAD-ftweights18.h5... always returns 1 on 96x96 centered face image (as @OeslleLucena recomended) Just tried REPLAY-ftweights18.h5... always returns 0. Same pair of original / spoofd image.

taewookim