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| description: Explore detailed documentation for Ultralytics utility operations. Learn about methods like segment2box, make_divisible, clip_boxes, and many more. |
| keywords: Ultralytics YOLO, Utility Operations, segment2box, make_divisible, clip_boxes, scale_image, xywh2xyxy, xyxy2xywhn, xywh2ltwh, ltwh2xywh, segments2boxes, crop_mask, process_mask, scale_masks, masks2segments |
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| # Reference for `ultralytics/utils/ops.py` |
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| !!! note |
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| Full source code for this file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/ops.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/ops.py). Help us fix any issues you see by submitting a [Pull Request](https://docs.ultralytics.com/help/contributing/) 🛠️. Thank you 🙏! |
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| ## ::: ultralytics.utils.ops.Profile |
| <br><br> |
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| ## ::: ultralytics.utils.ops.segment2box |
| <br><br> |
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| ## ::: ultralytics.utils.ops.scale_boxes |
| <br><br> |
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| ## ::: ultralytics.utils.ops.make_divisible |
| <br><br> |
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| ## ::: ultralytics.utils.ops.non_max_suppression |
| <br><br> |
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| ## ::: ultralytics.utils.ops.clip_boxes |
| <br><br> |
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| ## ::: ultralytics.utils.ops.clip_coords |
| <br><br> |
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| ## ::: ultralytics.utils.ops.scale_image |
| <br><br> |
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| ## ::: ultralytics.utils.ops.xyxy2xywh |
| <br><br> |
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| ## ::: ultralytics.utils.ops.xywh2xyxy |
| <br><br> |
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| ## ::: ultralytics.utils.ops.xywhn2xyxy |
| <br><br> |
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| ## ::: ultralytics.utils.ops.xyxy2xywhn |
| <br><br> |
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| ## ::: ultralytics.utils.ops.xyn2xy |
| <br><br> |
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| ## ::: ultralytics.utils.ops.xywh2ltwh |
| <br><br> |
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| ## ::: ultralytics.utils.ops.xyxy2ltwh |
| <br><br> |
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| ## ::: ultralytics.utils.ops.ltwh2xywh |
| <br><br> |
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| ## ::: ultralytics.utils.ops.xyxyxyxy2xywhr |
| <br><br> |
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| ## ::: ultralytics.utils.ops.xywhr2xyxyxyxy |
| <br><br> |
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| ## ::: ultralytics.utils.ops.ltwh2xyxy |
| <br><br> |
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| ## ::: ultralytics.utils.ops.segments2boxes |
| <br><br> |
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| ## ::: ultralytics.utils.ops.resample_segments |
| <br><br> |
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| ## ::: ultralytics.utils.ops.crop_mask |
| <br><br> |
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| ## ::: ultralytics.utils.ops.process_mask_upsample |
| <br><br> |
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| ## ::: ultralytics.utils.ops.process_mask |
| <br><br> |
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| ## ::: ultralytics.utils.ops.process_mask_native |
| <br><br> |
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| ## ::: ultralytics.utils.ops.scale_masks |
| <br><br> |
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| ## ::: ultralytics.utils.ops.scale_coords |
| <br><br> |
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| ## ::: ultralytics.utils.ops.masks2segments |
| <br><br> |
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| ## ::: ultralytics.utils.ops.clean_str |
| <br><br> |
| |
