I’m trying to compute the mean and the std of my dataset. I found this topic 2 and implemented some ideas. However, when I applied the normalization on the dataset and checked the values. Then I found out that most values weren’t on the range[-1, 1], some greater than 1 and 2.
Is it normal? Or should it be best just use the scaling that the ToTensor() does?
I used the following transforms: Resize(250), CenterCrop(224), RandomHorizontalFlip(), ToTensor().