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README.md
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Building models
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The application is based on a single model, based on a pre-trained ANN, ResNet50. Additional layers have been added for the purpose of dog breed classification and the pre-trained layers were frozen.
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Building models
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The application is based on a single model, based on a pre-trained ANN, ResNet50. Additional layers have been added for the purpose of dog breed classification and the pre-trained layers were frozen.
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This repository has Three main files:
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- notebook.ipynb: This notebook contains all the steps that we took to create the RestNet50 Classification Model.
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- app.py: This file contains the Gradio UI and also loads the model to HugginFace.
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- model.zip: The model itself, already trained on the notebook and ready to be loaded.
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