Recognizing Dog Breeeds

The project applies convolutional neural networks and transfer learning to recognize the dog breed if a dog is in the image. Keras and TensorFlow were used to implement the project.

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Model Tuning Using Pipeline and GridSearchCV

December 23, 2021

After selecting my initial model and obtaining baseline results, I often look to improve my model’s time performance and targeted metrics by tuning my model’s features and parameters. This can become a tedious task of finding the optimal number of features and parameter sets that will provide the best results on the training data...

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