InGameCharactersDetection_appex_cs2_marvel_rust: 10K Annotated Character Bounding Boxes

10,000 annotated character bounding boxes across four popular video games: Counter-Strike 2, Rust, Marvel Rivals, and Apex Legends. The dataset is hosted on Kaggle, but its author, organization, and license details are unknown. The specific annotation format and image sources are not detailed in the provided description.

Use Cases

• Train object detection models based on the annotated bounding boxes.
• Benchmark model performance across different video game environments mentioned in the description.
• Fine-tune pre-trained detectors for specific game characters.
• Analyze character appearance frequency and distribution across the four listed games.

Strengths

• Contains 10,000 annotated bounding boxes, providing a substantial volume of training examples.
• Covers characters from four distinct video game titles, offering diversity in visual styles.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown beyond the total annotation count, which may limit suitability assessment.
• Data may reflect bias inherent to the specific games and scenes selected for annotation.

Provenance

Source

Kaggle

Collection Method

Annotations likely created manually or semi-automatically from game footage, but the exact method is unspecified.