Predicting the Breeds of Dogs from Images

We are building an end to end deep learning multi class image classifier project using TensorFlow and TensorFlow Hub.

• Problem Definition

Identifying the breed of a dog given an image of a dog.

• Data

We are using "Dog Breed Identification" dataset from Kaggle: https://www.kaggle.com/c/dog-breed-identification/data

• Evaluation

For evaluating we will have to submit a file with prediction probabilities for each of the different dog breeds of each test image.

Details: https://www.kaggle.com/c/dog-breed-identification/overview/evaluation

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Notebook: dog-vision