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README.md
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- Ultralytics
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base_model:
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- Ultralytics/YOLOv8
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library_name: ultralytics
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pipeline_tag: image-classification
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# Race Classification YOLOv8
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This model is based on [FairFace](https://github.com/joojs/fairface) 0.25 padding variant dataset composed by Microsoft researchers, aiming to reduce bias by better balancing classes in dataset.
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> **Karkkainen, Kimmo, and Joo, Jungseock.**
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> *FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age for Bias Measurement and Mitigation.*
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|Race-CLS-FairFace_yolov8s| Face: Real | 0.721 | 7(Black, East Asian, Indian, Latino_Hispanic, Middle Eastern, Southeast Asian, White) |~86740(train), ~10950(val)|224|
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|Race-CLS-FairFace_yolov8m| Face: Real | 0.725 | 7(Black, East Asian, Indian, Latino_Hispanic, Middle Eastern, Southeast Asian, White) |~86740(train), ~10950(val)|224|
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|Race-CLS-FairFace_yolo11l| Face: Real | 0.733 | 7(Black, East Asian, Indian, Latino_Hispanic, Middle Eastern, Southeast Asian, White) |~86740(train), ~10950(val)|224|
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|Race-CLS-FairFace_yolo11x| Face: Real |
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- Ultralytics
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base_model:
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- Ultralytics/YOLOv8
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- Ultralytics/YOLO11
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library_name: ultralytics
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pipeline_tag: image-classification
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---
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# Race Classification YOLOv8/11
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This model is based on [FairFace](https://github.com/joojs/fairface) 0.25 padding variant dataset composed by Microsoft researchers, aiming to reduce bias by better balancing classes in dataset.
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> **Karkkainen, Kimmo, and Joo, Jungseock.**
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> *FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age for Bias Measurement and Mitigation.*
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|Race-CLS-FairFace_yolov8s| Face: Real | 0.721 | 7(Black, East Asian, Indian, Latino_Hispanic, Middle Eastern, Southeast Asian, White) |~86740(train), ~10950(val)|224|
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|Race-CLS-FairFace_yolov8m| Face: Real | 0.725 | 7(Black, East Asian, Indian, Latino_Hispanic, Middle Eastern, Southeast Asian, White) |~86740(train), ~10950(val)|224|
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|Race-CLS-FairFace_yolo11l| Face: Real | 0.733 | 7(Black, East Asian, Indian, Latino_Hispanic, Middle Eastern, Southeast Asian, White) |~86740(train), ~10950(val)|224|
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|Race-CLS-FairFace_yolo11x| Face: Real | 0.735 | 7(Black, East Asian, Indian, Latino_Hispanic, Middle Eastern, Southeast Asian, White) |~86740(train), ~10950(val)|224|
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