CoolFace
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litforth/Collective-Activity-Recognition

Annotation Format Every 10th frame in all video sequences was manually annotated with the following information for each detected person: Bounding box location Activity class Pose direction Annotation Fields Each annotation follows the format: <frame_number> <x> <y> <width> <height> <class_id> <pose_id> Field Description frame_number Frame identifier x X-coordinate of the bounding box (top-left corner) y Y-coordinate of the bounding box (top-left… See the full description on the dataset page: https://huggingface.co/datasets/litforth/Collective-Activity-Recognition.

sourceHugging Facemitupdated 2mo agoView on Hugging Face
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Annotation Format

Every 10th frame in all video sequences was manually annotated with the following information for each detected person:

  • Bounding box location
  • Activity class
  • Pose direction

Annotation Fields

Each annotation follows the format:

text
<frame_number> <x> <y> <width> <height> <class_id> <pose_id>
FieldDescription
frame_numberFrame identifier
xX-coordinate of the bounding box (top-left corner)
yY-coordinate of the bounding box (top-left corner)
widthBounding box width (pixels)
heightBounding box height (pixels)
class_idActivity class identifier
pose_idPose direction identifier

Example

text
001 366 168 106 212 5 3
001 512 190 98 195 5 3
001 440 187 84 167 5 3
001 339 191 83 165 5 3

Activity Classes

Class IDActivity
1NA
2Crossing
3Waiting
4Queueing
5Walking
6Talking

Pose Directions

Pose IDDirection
1Right
2Front-right
3Front
4Front-left
5Left
6Back-left
7Back
8Back-right
litforth/Collective-Activity-Recognition · CoolFace