Dataset profile

Charades-Ego

Charades-Ego links first-person and third-person video understanding with paired household activity recordings. It is useful for cross-view transfer and temporal action localization in indoor tasks.

Source institutionAllen Institute for AI, CMU, Inria collaborators
EgocentricActivities of Daily LivingHousehold Robotics

Overview

Charades-Ego links first-person and third-person video understanding with paired household activity recordings. It is useful for cross-view transfer and temporal action localization in indoor tasks.

What's included

  • Paired first-person and third-person videos
  • Temporal annotations
  • Text descriptions and shared Charades label space

Tasks / activities

indoor daily activitiespaired first/third-person viewstemporal action localization

Modalities

Egocentric VideoExocentric VideoRGBAnnotations

Collection methodology

Crowd workers recorded scripted activities from both observer and actor perspectives in homes.

Potential applications

  • Cross-view representation learning
  • Egocentric activity recognition
  • Temporal localization
  • Indoor action classification

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 Charades/Charades-Ego terms.

Limitations / opportunities for custom data

Custom collection can replace scripted household scenes with healthcare environments, expert roles, and synchronized capture protocols.

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