A New Dataset for Spatial, Temporal and Tactical Analysis of Female Handball Player Movements
Authors/Creators
- 1. Institute of New Imaging Technologies
- 2. Universitat Oberta de Catalunya
- 3. Instituto Nacional de Educación Física de Cataluña
- 4. EUSES
Description
This repository presents a comprehensive dataset detailing the precise indoor positioning of players from a female amateur handball team across 10 real matches. Utilising Ultra-Wideband (UWB) technology, the dataset captures each player's x and y coordinates every second throughout the games. A preliminary game analysis is included, specifying the initiation and termination times of each team's possession. This analysis provides a variety of labels crucial for training machine learning algorithms, encompassing distinctions such as attack or defense, structured or unstructured play, goal outcomes, and the differentiation between counter-attacks and static phases. The dataset comprises 84691 positioning measurements, offering a valuable resource for in-depth study and analysis of player dynamics and game strategies in female handball.
Files
HandballDataset.zip
Files
(5.5 MB)
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