Data Types

This module defines data types for logging rich, interactive visualizations to W&B.

Data types include common media types, like images, audio, and videos, flexible containers for information, like tables and HTML, and more.

For more on logging media, see our guide

For more on logging structured data for interactive dataset and model analysis, see our guide to W&B Tables.

All of these special data types are subclasses of WBValue. All the data types serialize to JSON, since that is what wandb uses to save the objects locally and upload them to the W&B server.

Classes

class Audio: W&B class for audio clips.

class BoundingBoxes2D: Format images with 2D bounding box overlays for logging to W&B.

class Graph: W&B class for graphs.

class Histogram: W&B class for histograms.

class Html: W&B class for logging HTML content to W&B.

class Image: A class for logging images to W&B.

class ImageMask: Format image masks or overlays for logging to W&B.

class Molecule: W&B class for 3D Molecular data.

class Object3D: W&B class for 3D point clouds.

class Plotly: W&B class for Plotly plots.

class Table: The Table class used to display and analyze tabular data.

class Video: A class for logging videos to W&B.

class WBTraceTree: Media object for trace tree data.