CVAT tool used for tracking annotations. The tool offers the ability to annotate bounding boxes with each box having one label -home or away team. Each player bounding box has player name and jersey number as attributes. CVAT also offers an interpolation mode which alleviates the need to draw bounding boxes multiple times for adjacent frames.

CVAT tool used for tracking annotations. The tool offers the ability to annotate bounding boxes with each box having one label -home or away team. Each player bounding box has player name and jersey number as attributes. CVAT also offers an interpolation mode which alleviates the need to draw bounding boxes multiple times for adjacent frames.

Context in source publication

Context 1
... the clips is shown in Fig. 2. Each video frame in a clip is annotated with player and referee bounding boxes and player identity consisting of player name and jersey number. The annotation is carried out with the help of the open source computer vision annotation tool (CVAT) 1 . An illustration of an annotation job using the CVAT tool is shown in Fig. 1. The dataset is split such that 58 clips are used for training, 13 clips for validation, and 13 clips for testing. To prevent any game-level bias affecting the results, the split is made at the game level, such that the training clips are obtained from 17 games, validation clips from 4 games and test split from 4 games respectively. ...

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