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This project is part of Udacity's Data Science Program. This python application trains an image classifier on a dataset, then predicts new images using the trained model.

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lizgarseeyah/Image-Classifier

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Image Classifier

Files:

  • Image Classifer Project.ipynb: main file
  • train.py: trains a new network on a dataset and saves the model as a checkpoint.
  • predict.py: uses a trained network to predict the class for an input image.
  • cat_to_name.json: mapping of categories to real names.
  • workspace_utils.py: a module that includes an iterator wrapper called "keep_awake" and a context manager called "active_session" that can be used to maintain an active session during long running processes.

This projects builds an image classifier using PyTorch, NVIDIA GPU. The trained image classifier is used to identify a set of images.

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This project is part of Udacity's Data Science Program. This python application trains an image classifier on a dataset, then predicts new images using the trained model.

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