The competition organized on the platform DataSouls has the objective to develop the algorithm detection of spoofing attacks in face recognition.
- GPU: 1xTesla K80
The images are represented in the form of frames in video sequence having the following attributes: label, path, video.
The solution represents:
- model: ResNet50
- validation metrics:
minC = FP / (FP + TN) + 19*FN / (FN + TP) - augmentations: RandomHorizontalFlip, RandomResizedCrop, ColorJitter
- optimizer: Adam
- loss: BCELoss
- batch size: 64