End-to-End Multi-Class Dog Breed Classification This model builds a end-to-end multi-class image classifier using TensorFlow 2.0 and TensorFlow Hub.
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Problem Identyfing the breed of a dog given the image of a dog.
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Data The data we are using from Kaggle Dog Breed Identification:-
https://www.kaggle.com/c/dog-breed-identification/data
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Evaluation The Evaluation is for each image in the test set, we must predict a probability for each of the different breeds.
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Features Some information about data:
We are dealing with images(Unstructured data) There are 120 breeds of dog(This means that there are 120 classes) There are around 10,000 images in training set(These images have labels) There are around 10,000 imates in test set (These images have no labels)