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  ## 🧠 Dataset Origin & Processing
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  - Collected from:
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- - [SoccerNet](https://www.soccer-net.org/)
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- - Public match footage
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- - Game engine data (e.g., FIFA-style renders)
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  - Augmented with:
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- - [SAHI](https://github.com/obss/sahi) for image slicing
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- - Inclusion of background-only and noisy images to reduce false positives and improve generalization
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- - Crops and resizes for multi-resolution model training
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  ---
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  ## 🧠 Dataset Origin & Processing
68
 
69
  - Collected from:
70
+ - [SoccerNet](https://www.soccer-net.org/)
71
+ - Public match footage
72
+ - Game engine data (e.g., FIFA-style renders)
73
  - Augmented with:
74
+ - [SAHI](https://github.com/obss/sahi) for image slicing
75
+ - Inclusion of background-only and noisy images to reduce false positives and improve generalization
76
+ - Crops and resizes for multi-resolution model training
77
 
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  ---
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