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+## Detecting the Orientation of CelebA pictures using Deep Learning
+This model has been trained on a modified version of the CelebA dataset, which was made from flipping 20,000 and keeping 20,000 images intact. 
+The model relies on Resnet-18 as a backbone and then is connected to one output node to classify whether images are flipped upside down (1) or not (0).