chimp-ll/football-dataset_training

Dataset Description

This dataset contains football (soccer) field images captured from a tactical camera perspective. The dataset contains two images per frame;

• One image highlights only the green color, while all other colors are grayed out.
• The other image grays out the green color, while all other colors remain in full color.

The dataset is designed for computer vision research in sports analytics, including player tracking, field understanding, and tactical analysis. Field annotation/segmentation is based on FIFA field dimension recommendation.

Potential Use Cases

• Player detection and tracking
• Team formation analysis
• Tactical pattern recognition
• Field segmentation
• Sports analytics and AI coaching tools

Data Format

• Image type: WEBP
• Perspective: Top-down / broadcast tactical view
• Content: Full pitch scenes with players and field markings

Football Field Perspective

              LEFT SIDE
                  ↑
                  │
    ┌────────────────────────┐
    │           GOAL         │
    │                        │
    │                        │
    │                        │
    │                        │
    │                        │
    │        ● BALL          │
    │                        │
    │                        │
    │                        │
    │                        │
    │                        │
    │            GOAL        │
    └────────────────────────┘
                  │
                  ↓
              RIGHT SIDE

• The pitch is vertical
• The top edge is labeled LEFT
• The bottom edge is labeled RIGHT

Data Source

To be consistent with the FIFA field dimension, the images are from YouTube FIFA videos.