How can we use data augmentation for creating data set for face recognition and will the inverted faces on augmented images detected? I saw when browsing we can use data augmentation for creating a dataset for face recognition. The augmented images may include inverted, tilted or distorted faces. Do the model detect the face from the inverted image. When I tried my model cant able to detect any inverted or tilted faces.
This is the purpose of rotational augmentation. In fact you should augment your images at different angle as well than just inverting it. This will make your model angle agnostic.