New to MERMAID? Your journey begins here
How MERMAID works
Getting started
Setting up a project
Adding team members to a project
Managing data sharing in a project
Managing metadata in a project
Using MERMAID Collect offline
Dive sheets for field data collection
Collecting data
How data collection works
Key terms to know for collecting data
Supported survey methods
Adding a sample unit to collect data
Collecting fish data
Collecting benthic data
Collecting bleaching data
Collecting habitat complexity data
Saving, validating and submitting data
Using AI image classification (beta) for benthic photo quadrats
Getting started
Preparing your photos for AI image classification (beta)
Enabling AI image classification (beta) for benthic photo quadrats
Uploading and classifying photos
Reviewing and confirming image classifications
Navigating the review window
Understanding the AI model for image classification (beta)
How MERMAID uses your photos
Managing data and projects
Overview of data and projects
Editing data
Exporting data
Deleting data and projects
Getting started
Launching MERMAID Explore
Logging in
Using the interactive map
Using the filters
Viewing your project(s) only
Viewing filtered data in table view
Viewing summary metrics & charts
Exporting data
Exporting GFCR data
Sharing & collaborating
Getting started
Accessing project data from MERMAID
Importing legacy data into MERMAID
Importing CoralNet data with Easy PQT
Learning about our taxonomic reference
Learning about our reef health metrics
Citing data from MERMAID
Getting data from MERMAID (via API)
Are you a GFCR Program? Start here
Creating targets and reports for GFCR data
Entering data for Fund Indicators F1-F7
Entering data for Fund Indicators F8-F10
Exporting and visualizing GFCR data
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Navigating the review window

Using AI image classification (beta) for benthic photo quadrats Navigating the review window

The review window offers several tools to help you efficiently review and confirm point classifications:

Point markers visual key:

  • Grey dashed squares: unclassified

  • Orange dashed squares: model-classified

  • Orange solid squares: confirmed by user

Table interaction:

  • Hovering over a table row highlights associated points to the benthic attribute in light grey in the photo.

GIF showing hovering over a benthic attribute highlights corresponding points.
Hovering over a table row highlights the associated points on the photo in light grey.

  • Clicking a table row selects/deselects associated points to the benthic attribute. When selected, associated points are highlighted in white on the photo.

GIF showing points highlighted in white after clicking the benthic attribute row.
Clicking a table row highlights the associated points on the photo in white and keeps them selected.

  • Zoom into all points of a table row associated with a benthic attribute using the magnifying glass icon.

GIF file showing zooming into specific classified or unclassified points by clicking on the magnifying glass icon.
Clicking on the magnifier glass icon on the table row zooms into the associated points on the photo.

Zoom controls:

  • Zoom the photo using +/- buttons on the photo, mouse scroll, trackpad, or double-click.

  • Reset the view using the Reset icon.

GIF showing zooming photo using the plus and minus button, then reset the view by clicking the Reset icon.
Adjusting the photo zoom level and resetting the photo view.

Visibility toggles:

  • Toggle label visibility to show/hide benthic attribute labels on each point.

GIF showing how to show and hide the labels for all points.
Display or hide benthic attribute labels.

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