Questions About the model

[ShiinaMitsuki]

Hi, thanks for your pytorch implementation of the center face .
I played with your code for a while, and I may found some problem.

1. lfw dataset, It seems that you use the whole picture instead of using the face detection bounding boxes or just using center cropped images for training and testing, take a look at some pictures in the dataset,

by this way, too much background are envoled.

2. overlap between training set and test set.

    for klass, name in enumerate(names):
        def add_class(image):
            image_path = os.path.join(images_root, name, image)
            return (image_path, klass, name)

        images_of_person = os.listdir(os.path.join(images_root, name))
        total = len(images_of_person)

        training_set += map(
                add_class,
                images_of_person[:ceil(total * train_val_split)])
        validation_set += map(
                add_class,
                images_of_person[floor(total * train_val_split):])

I think you should use samples listed in the pairsDevTrain.txt to train and pairsDevTest.txt to test by the lfw paper

[louis-she]

will look into it, Thanks!