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Keras mobilenet_v2 model identifies dog images among 120 categories

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🐶 Dog breed identification

Would you like to identify the breed of any dog?

💠 Introduction

The Keras mobilenet_v2 model underwent training using over 10,000 images sourced from Kaggle's dog breed identification dataset, comprising 120 different classes. Its purpose was to accurately identify the breed of a given dog. For evaluation purposes, the model utilized the Multi Class Log Loss method, resulting in a score of 0.0167 after being trained on the complete dataset after preventing overfitting.

💠 Data

For each unique breed there's roughly more than 80 pictures and labels according to them.

💠 Final results

image

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Keras mobilenet_v2 model identifies dog images among 120 categories

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