Update README.md

README.md

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 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+The dataset we are using is the Standford Dog Dataset (http://vision.stanford.edu/aditya86/ImageNetDogs/) 
+As this dataset were built using ImageNet images, the images can be normalized using the mean = [0.485, 0.456, 0.406] and std = [0.229, 0.224, 0.225] this will assure that the neural network will have and mean of 0 and standar deviation of 1