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Prepare & Leverage Image Data for DataRobot with Databricks

Prepare & Leverage Image Data for DataRobot with Databricks

DataRobot's Visual AI allows users to leverage images in their models just like any other type of data. In this accelerator, you will import image files using Spark and prepare them into a data frame suitable for ingest into DataRobot. Then you will leverage DataRobot through code to rapidly train and deploy a powerful multiclass image classifier.


While there are other methods of ingesting image data into DataRobot, in this notebook you will encode the image data directly into the data frame using base64 encoding. This methodology allows you to keep all of the relevant data in a single data frame, and works well for a Databricks environment. This technique also extends widely to a wide variety of multimodal datasets.


Dive in to go from Databricks image data to deployed classifier!

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