SoccerNet-V3: 550 Broadcast Soccer Games for Video Understanding

550 complete broadcast soccer games from major European leagues form the core of SoccerNet-V3, a large-scale dataset for video understanding tasks. It has evolved to support challenges in action spotting, camera calibration, and player re-identification. The dataset is maintained by Voxel51 and was last updated in May 2024.

Use Cases

• Action spotting in soccer videos based on the described action spotting tasks.
• Camera calibration for broadcast footage based on the described camera calibration tasks.
• Player re-identification across game footage based on the described player re-identification tasks.
• Multi-object tracking in sports videos based on the described tracking tasks.
• Benchmarking video understanding models based on the described yearly international challenges.

Strengths

• 550 complete broadcast soccer games provide a substantial volume of video data.
• Includes 12 single camera games for varied perspective analysis.
• Supports multiple computer vision tasks including action spotting, calibration, and tracking.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Freshness should be verified as the last update was 2024-05-06.

Provenance

Source

Voxel51

Collection Method

Composed of broadcast and single-camera footage from major European soccer leagues.

Freshness

Last updated 2024-05-06 15:09:47.

Geography

Major European soccer leagues.