Examples

Exploring Image Datasets

Run the example Jupyter notebook here.

Canvas has a set of widgets that use preprocessing to analyze large ML datasets. In this example, we look at the CIFAR-10 image classification dataset and use DeepView and Canvas to generate an interactive dataset report.

The example contains a precomptued analysis and demonstrates a handful of Canvas widgets:

  • Summary: A summary of the datset with distribution charts for each column in the dataset.

  • List : An browsable interface to explore the datset instances.

  • Scatterplot: An interactive embedding visualization to help with cluster identification.

  • DataMap: A map visualization to help with cluster identification.

  • Duplicates: A map visualization to identify potential duplicates.

  • Familiarity: A map visualization to analyze familiarity of the datasets.

Widget Examples

Each widget contains an example. Check out each in the Available Components.