training with single image

[dagap]

Would it be possible to have the network to fit to a single image? So, for example, if I just have a single image with a single class instance, could I train the network to just leern this single image class i.e. overfit to this single instance?

[andy-yun]

Maybe.. But you should apply the excessive data augmentation for single image.