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yaoing avatar yaoing commented on July 26, 2024

Thanks for your interest !
We only make public for the codes of RAF-DB and AffectNet datasets. As for SFEW 2.0, the images need to be crop manually, and the different face detection model may lead in various result with our code.

from dan.

toharl avatar toharl commented on July 26, 2024

May I know if you use the same transformations as in affectnet or raf-db? i.e:

DAN/rafdb.py

Line 131 in a46962c

data_transforms = transforms.Compose([

from dan.

yaoing avatar yaoing commented on July 26, 2024

Not really, It's the transfom function, you can make a referance:

data_transforms = transforms.Compose([
        transforms.Resize((224, 224)),
        transforms.RandomHorizontalFlip(),
        transforms.RandomApply([
            transforms.RandomAffine(20, scale=(0.8, 1), translate=(0.2, 0.2))
            ], p=0.5),
        transforms.ToTensor(),
        transforms.Normalize(mean=[0.485, 0.456, 0.406],
                                 std=[0.229, 0.224, 0.225]),
        ])

from dan.

toharl avatar toharl commented on July 26, 2024

Thank you. May I know how do you crop and which face detection model you used in order to get your high performance?

from dan.

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