Dataset profile

EGTEA Gaze+

EGTEA Gaze+ provides egocentric cooking recordings with gaze tracking, action annotations, and hand masks. It is useful for gaze-conditioned action recognition and hand-object interaction research.

Source institutionGeorgia Tech
EgocentricActivities of Daily Living

Overview

EGTEA Gaze+ provides egocentric cooking recordings with gaze tracking, action annotations, and hand masks. It is useful for gaze-conditioned action recognition and hand-object interaction research.

What's included

  • HD first-person videos
  • Gaze tracking at 30 Hz
  • Frame-level action annotations and hand masks

Tasks / activities

meal preparationhuman-object interactiongaze-aware action recognition

Modalities

Egocentric VideoGazeRGBAnnotations

Collection methodology

Participants performed meal-preparation activities while wearing eye-tracking glasses in the Georgia Tech AwareHome.

Potential applications

  • Gaze-action modeling
  • Hand-object segmentation
  • Egocentric action recognition
  • Attention-aware VLA pretraining

Access & licensing

This is a third-party public/research dataset. We do not own or distribute this dataset. Access and usage are governed by the original publisher's terms.

Access and use are governed by the original Georgia Tech dataset terms.

Limitations / opportunities for custom data

Healthcare tasks may require professional demonstrations, clinical objects, care routines, and non-kitchen settings.

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We design custom healthcare and caregiving collections around the tasks, experts, environments, and modalities your model requires.

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