Guides

Dataset Enrichment Flow

Select models to enrich your dataset and

Overview

Enriching your dataset is a 2-step flow:

  1. Select Models
  2. Enrich Dataset

Pre-requisites

Verify dataset is in the READY state:

  1. Navigate to the dataset view and confirm that the dataset status is "READY". Alternatively, go to the dataset inventory, locate your dataset and verify its status.
Dataset View: Verify dataset is in READY state.

Dataset View: Verify dataset is in READY state.

Dataset Inventory: Verify dataset is in READY state.

Dataset Inventory: Verify dataset is in READY state.

On-premise deployment

Model Selection

  1. Navigate to Enrich tab, select a model and click on "Generate Models Preview" button.
Enrich: Select Model to generate preview

Enrich: Select Model to generate preview

  1. Add additional models by clicking on Add Models (optional)
Enrich: Add Additional Models for Preview

Enrich: Add Additional Models for Preview

  1. Navigate between models to review the model output before enriching the entire dataset.
Enrich: Click on Model Name for view Model Run Preview

Enrich: Click on Model Name for view Model Run Preview

  1. To initiate the model run, click on "Enrich Dataset".
    1. All the images/frames in the dataset will be enriched by the models listed in the Models section.
    2. This operation may take some time, depending on the size of the dataset.
  2. Track enrichment progress
    1. You can track progress by navigating to the Enrich tab in the dataset view. Alternatively you can track progress by navigating to the Dataset Inventory view - Notifications.
    2. Notification will be displayed once process completes.
    3. Note: User can explore their dataset throughout the enrichment process.
Enrich: Track Enrichment progress

Enrich: Track Enrichment progress - Dataset view - Enrich Tab

Enrich: Track Enrichment progress - Dataset Inventory view - Notification

Enrich: Track Enrichment progress - Dataset Inventory view - Notification

  1. Explore Enriched Dataset

    1. Select Exploration View - Images (default) or Objects.
      1. Expand the VL Enrichment section in the right pane to view the metadata added to the dataset.
    Explore Enriched Dataset: VL enrichment Section in right-pane

    Explore Enriched Dataset: VL enrichment Section in right-pane

    1. Select metadata type to display on cluster card:

      1. Labels
      2. Captions
      3. User Tags (not generated by models but by Users. See User Tags section ).
Explore Enriched Dataset: Select Metadata Type to Display

Explore Enriched Dataset: Select Metadata Type to Display