dataset[0].keys()

Here is what the image looks like after the transforms are applied. The image has been randomly cropped and it's color properties are different.

import numpy as np
import matplotlib.pyplot as plt
img = dataset[0]["pixel_values"]
plt.imshow(img.permute(1, 2, 0))