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VGG-16 architecture. This model achieves 92.7% top-5 test accuracy on the ImageNet dataset which contains 14 million images belonging to 1000 classes. Objective: The ImageNet dataset contains images of fixed size of 224*224 and have RGB channels. So, we have a tensor of (224, 224, 3) as our input. This model process the input image and outputs ...They arrive on Janus, the two-faced planet, with hellish Helium-3 solar winds on one side, frozen seas of methane gas on the other. Humankind has no choice but to settle on the frozen frontier in search of vital resources. Hope has been found, but space is cold and unforgiving.Bait Ve Gag Real Estate Development Ltd is principally engaged itself and through its subsidiaries in the initiation, planning, execution and marketing of real ...So if you are expecting a certain error, like a ValueError, you can catch it and handle it instead of having you application crash. Let's say you have a user's input and expect a number: ... a = raw_input ('Please give me a number: ') # input (...) on Python 3. try: number = float (a) except ValueError: print 'You have not given me a valid ...

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Adapting VGG-16 to Our Dataset. From here, we load our specific dataset and its classes, and have our training commence from learning the prior weights of ImageNet. Notably, we will have to update our network's final layers to be aware that we have fewer classes now than ImageNet's 2000! The training for this step can vary in time.

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