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I read it 10 times but I am bit confused. In particular, I am refering to the third point.

1. Okay, I get it.
2. Get it too.
3. Is that a solution for unseen images, right? Not for testing and training.
4. I saw that, if you see vector are already normalized.
5. Is there a better way of doing that? I am saying: put into the trash all code and re-doing.