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description: Explore the YOLODataset and its subclasses for object detection, segmentation, and multi-modal tasks. Find details on dataset loading, caching, and augmentation. |
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keywords: Ultralytics, YOLODataset, object detection, segmentation, dataset loading, caching, data augmentation |
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# Reference for `ultralytics/data/dataset.py` |
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!!! Note |
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This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/dataset.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/dataset.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/data/dataset.py) 🛠️. Thank you 🙏! |
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<br> |
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## ::: ultralytics.data.dataset.YOLODataset |
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<br><br><hr><br> |
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## ::: ultralytics.data.dataset.YOLOMultiModalDataset |
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<br><br><hr><br> |
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## ::: ultralytics.data.dataset.GroundingDataset |
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<br><br><hr><br> |
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## ::: ultralytics.data.dataset.YOLOConcatDataset |
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<br><br><hr><br> |
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## ::: ultralytics.data.dataset.SemanticDataset |
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<br><br><hr><br> |
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## ::: ultralytics.data.dataset.ClassificationDataset |
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<br><br>
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