Mean

Estimate/Compute parameters of image dataset

Estimate/Compute parameters of image dataset
  1. How to compute mean and standard deviation of an image dataset?

How to compute mean and standard deviation of an image dataset?

Training images

to get the mean, we simply divide the sum of pixel values by count - the total number of pixels in the dataset computed as len(df) * image_size * image_size . to get the standard deviation, we use the following equation: total_std = sqrt(psum_sq / count - total_mean ** 2) .

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