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AI Programming with Python Project

Project code for Udacity's AI Programming with Python Nanodegree program. In this project, students first develop code for an image classifier built with PyTorch, then convert it into a command line application.

To run:

cd /workspace/cd0673/43ef1733-cf74-40a9-8c22-b6e440128200/image-classifier-part-1-workspace/home/aipnd-project python train.py flowers --epochs 10 --gpu

python train.py /workspace/cd0673//43ef1733-cf74-40a9-8c22-b6e440128200/image-classifier-part-1-workspace/home/aipnd-project/flowers --epochs 10 --gpu

python predict.py flowers/test/1/image_06743.jpg checkpoint.pth --top_k 5 --category_names cat_to_name.json --gpu

Part2:

cd cd0673/43ef1733-cf74-40a9-8c22-b6e440128200/image-classifier-part-2-workspace

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  • Jupyter Notebook 67.1%
  • Python 32.9%