Activity Recognition Datasets

Main content

Wearable Computing Lab datasets

Expect additional datasets to be released as time is found to prepare them.

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Skoda mini checkpoint

Skoda
Skoda mini checkpoint

Scenario: 10 manipulative gestures performed in a car maintenance scenario.

Description:

  • 10 manipulative gestures.
  • 10 3D acceleration sensor on left arm
  • 10 3D acceleration sensor on right hand
  • 1 subject

Download (ZIP, 80.1 MB)

BodyAttack fitness dataset

BodyAttack fitness
BodyAttack fitness

Scenario: 6 fitness activity classes, done mostly with the legs.

Description:

  • 6 fitness activity classes
  • 10 3D acceleration sensors on the leg
  • 1 subject

Download (ZIP, 5.6 MB)

HCI gestures dataset

Human computer interaction
Human computer interaction

Scenario: 5 gestures done with the right hand in a vertical plane

Description:

  • 5 gestures (Triangle upwards, square, circle, infinity, triangle downwards)
  • 8 3D acceleration sensors on the arm
  • 1 subject

Download (ZIP, 12.9 MB)

 

Daphnet Freezing of Gait Dataset

Freezing of Gait
Freezing of Gait

Scenario: Users with Parkinson disease walk in a corridor and various rooms, leading them to experience gait freeze.

Description:

  • 2 classes: gait freeze, and not gait freeze (any of walking, standing, etc.)
  • 3 3D acceleration sensors on the hip, thigh, ankle
  • 10 subjects

Download (ZIP, 20.5 MB)

 
 
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Mon Mar 27 15:12:42 CEST 2017
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