| --- |
| description: Explore the YOLODataset and its subclasses for object detection, segmentation, and multi-modal tasks. Find details on dataset loading, caching, and augmentation. |
| keywords: Ultralytics, YOLODataset, object detection, segmentation, dataset loading, caching, data augmentation |
| --- |
| |
| # Reference for `ultralytics/data/dataset.py` |
|
|
| !!! Note |
|
|
| 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 🙏! |
| |
| <br> |
|
|
| ## ::: ultralytics.data.dataset.YOLODataset |
|
|
| <br><br><hr><br> |
|
|
| ## ::: ultralytics.data.dataset.YOLOMultiModalDataset |
|
|
| <br><br><hr><br> |
|
|
| ## ::: ultralytics.data.dataset.GroundingDataset |
|
|
| <br><br><hr><br> |
|
|
| ## ::: ultralytics.data.dataset.YOLOConcatDataset |
|
|
| <br><br><hr><br> |
|
|
| ## ::: ultralytics.data.dataset.SemanticDataset |
|
|
| <br><br><hr><br> |
|
|
| ## ::: ultralytics.data.dataset.ClassificationDataset |
|
|
| <br><br> |
|
|
