Facial Recognition in T3 helps identify drivers using T3 Dash camera snapshots and driver-uploaded photos. This helps teams:

Associate operating time with the correct driver
Identify unauthorized equipment usage
Verify driver-submitted photos from DriveShield
Manage and clean up facial recognition profiles

Requirements

Admin permissions in T3
Drivers must already exist in T3 before they can be assigned to a facial recognition profile

Access Facial Recognition Settings

Log in to T3 and open the Fleet App
Navigate to Camera
Select the Settings tab
Select Facial Recognition

The Facial Recognition page displays all driver facial recognition profiles for your organization.

Upload Driver Photos Manually

Owners and administrators can upload driver photos to create or improve facial recognition profiles.

Upload a Photo

Open the Camera page
Select Settings
Select Drivers
Find and select the driver
Click Upload
Select an image from your computer
Click Save Changes

Delete an Uploaded Photo

Hover over the image and select the delete option.

Note: Driver photos uploaded in the Fleet App → Company → Drivers section do not currently sync with Facial Recognition photos in the Camera section of T3.

Verify Driver-Uploaded Photos

Drivers can upload profile photos through the DriveShield app. These photos must be reviewed and approved before they can be used for facial recognition.

Verify or Reject a Photo

Open the Camera page
Select Settings
Select Facial Recognition
Filter profiles by Pending
Review the uploaded image
Click:
- Verify to approve the image
- Reject to decline the image

A screenshot of a chat

Description automatically generated with medium confidence

Approved photos display a Verified badge.

If needed, select the ⋮ menu on the image and choose the revert option to restore the Verify/Reject actions.

Identify Unknown Drivers

When the system captures a driver who has not yet been matched to an existing profile, the driver appears as Unidentified.

Assign an Unknown Driver

Open the Camera page
Select Settings
Select Facial Recognition
Filter by Unidentified
Select Identify
Choose the correct driver from the dropdown list
Confirm the assignment

Once assigned, the facial recognition profile is linked to that driver.

Manage Facial Recognition Profile Images

Each facial recognition profile contains a gallery of images captured by the system or uploaded by drivers.

View Profile Images

Each profile card includes thumbnail images at the bottom of the card.

Select a thumbnail to view the full-size image
A star icon identifies the current primary image

The primary image is displayed throughout the portal as the driver's profile image.

Set a Primary Image

Select an image thumbnail from the profile
Open the ⋮ menu
Select Set as Primary

The selected image becomes the driver's primary profile image across T3.

Delete Poor or Incorrect Images

Delete images that:

Have poor lighting or camera angles
Do not belong to the driver
Reduce facial recognition accuracy

Delete an Image

Select the image thumbnail
Open the ⋮ menu
Select Delete

Filter Facial Recognition Profiles

Use the filters at the top of the page to quickly locate profiles.

Filter	Displays
All	Every profile
Identified	Profiles linked to a known driver
Unidentified	Profiles not yet assigned to a driver
Pending	Profiles with unverified DriveShield photos