brian-mcclune-nnl / fp

A simple demo of DVC using the TensorFlow flower photos image classification tutorial.

Flower Photos

This repository explores the Load and preprocess images demo, incorporating DVC.

Demo steps

1. Run python scripts/get_data.py to fetch flower photos.
2. Run for fl in $(ls data/**/*.jpg | awk 'NR%2==0'); do rm $fl; done to delete half the data; this will be to simulate getting more data later on.
3. Run dvc add data/flower_photos.
4. Run python scripts/get_model.py to fetch efficientnetb0 without a top.
5. Run dvc add models.
6. Run dvc run exp.
7. Demo sections of the DVC extension.