This package allows for high level ML model creation. It uses Keras with a Tensorflow backend, and was originally created to be used for the curriculum of USC's CAIS++ (Center for AI in Society, Student Branch).
The package currently supports Image Classification.
To install run pip install caispp. This package uses Tensorflow 2.0.
You can see a jupyter notebook with ouputs in the examples/ directory. The notebook runs the code below:
from caispp import ImageDataset, ImageClassifier, Path
path = Path('example_dataset/') # Path to dataset
dataset = ImageDataset(path, show_distribution=True)
classifier = ImageClassifier(dataset)
classifier.train(epochs=10)
classifier.show_history()
classifier.test(show_distribution=True)
To build the package run the build.sh script in the directory. The output is stored in dist/.