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Code for ChaLearn Face Anti-spoofing Attack Detection Challenge @ CVPR2019 by SeuTao

This is the source code for my solution to the ChaLearn Face Anti-spoofing Attack Detection Challenge hosted by ChaLearn.

Recent Update

2019.3.10: code upload for submission.

Dependencies

  • imgaug==0.2.6
  • scikit-image==0.14.0
  • scikit-learn==0.19.2
  • tqdm==4.23.4
  • torch==0.4.1
  • torchvision==0.2.1

Train single-modal Model

train model_A with color imgs, patch size 48:

CUDA_VISIBLE_DEVICES=0 python train_CyclicLR.py --model=model_A --image_mode=color --image_size=48

infer

CUDA_VISIBLE_DEVICES=0 python train_CyclicLR.py --mode=infer_test --model=model_A --image_mode=color --image_size=48

Train multi-modal fusion model

train model A fusion model with multi-modal imgs, patch size 48:

CUDA_VISIBLE_DEVICES=0 python train_Fusion_CyclicLR.py --model=model_A --image_size=48

infer

CUDA_VISIBLE_DEVICES=0 python train_Fusion_CyclicLR.py --mode=infer_test --model=model_A --image_size=48

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