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Data Science Nanodegree

Deep Learning

Project: Image Classifier

Background

This is an Udacity project to implement an image classification application. This app will train a deep learning model on a dataset of images, then use the trained model to classify images.

First, I developed my code in a Jupyter Notebook to ensure my training implementation works. Then, I converted the code to a Python application that runs from the command line.

List of files

  • Project_Image_Classifier_Project.html: this is the html file used for the project submission.
  • 1647503900.h5: this is the trained and saved Keras model.
  • Project_Image_Classifier_Project.ipynb: this is the Jupyter Notebook where I developed my code to ensure my training implementation works.
  • label_map.json: this is the mapping file provided for the images.
  • predict.py: this is the image classifier application that runs from the command line.
  • workspace.utils: an utility file provided by the Udacity team.

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A Udacity Course Project in Using TensorFlow to Classify Image

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