common x-ray image intensity normalization

Hello, i am working on x-ray images. I have used online dataset (OAI) which consist of many x-ray images of different different illuminations. I want a help/code which can be used to normalize the intensity of images in the entire dataset to a common intensity or ilumination values.
Thanks in advance.

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