Can I schedule a machine learning model or data augmentation to rerun on a specific cadence?


Yes.  From the augmentation page, you can select ‘Schedule’ for any model or augmentation (Navigation: Data > Augmentations > Schedule). The resulting predictions cannot be automatically deployed to storyboards for machine learning models (the auto deploy checkbox will not appear), but the data from data augmentations can be by clicking the auto deploy checkbox. 

The task of deploying machine learning models results requires human intervention since performance of models can change drastically over time and should be reviewed before sharing insights.  The exception to this rule is data augmentations, which can be automatically deployed, because data augmentations do not predict and therefore, do not have performance to consider.  The benefit to scheduling machine learning models is that they can take hours to run and scheduling allows you to have fresh results ready to review on a specified cadence.

Scheduling a model or data augmentation from the augmentation screen

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