Got same question here. Previously I was using ImageNet fixed Normalize technique. What is the difference between Imagenet and self dataset?
When I used ImageNet Normalize, the image becomes dark(pixels are below 0). I will try to get specific mean and std of my dataset to see if the image would not be black after Normalization.