|
|
--- |
|
|
description: Explore detailed documentation on utility operations in Ultralytics including non-max suppression, bounding box transformations, and more. |
|
|
keywords: Ultralytics, utility operations, non-max suppression, bounding box transformations, YOLOv8, machine learning |
|
|
--- |
|
|
|
|
|
# Reference for `ultralytics/utils/ops.py` |
|
|
|
|
|
!!! Note |
|
|
|
|
|
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). 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/utils/ops.py) 🛠️. Thank you 🙏! |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.Profile |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.segment2box |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.scale_boxes |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.make_divisible |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.nms_rotated |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.non_max_suppression |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.clip_boxes |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.clip_coords |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.scale_image |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.xyxy2xywh |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.xywh2xyxy |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.xywhn2xyxy |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.xyxy2xywhn |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.xywh2ltwh |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.xyxy2ltwh |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.ltwh2xywh |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.xyxyxyxy2xywhr |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.xywhr2xyxyxyxy |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.ltwh2xyxy |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.segments2boxes |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.resample_segments |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.crop_mask |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.process_mask_upsample |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.process_mask |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.process_mask_native |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.scale_masks |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.scale_coords |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.regularize_rboxes |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.masks2segments |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.convert_torch2numpy_batch |
|
|
|
|
|
<br><br> |
|
|
|
|
|
## ::: ultralytics.utils.ops.clean_str |
|
|
|
|
|
<br><br>
|
|
|
|
