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
Reference for ultralytics/utils/ops.py
!!! note
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 🙏!
::: ultralytics.utils.ops.Profile
::: ultralytics.utils.ops.segment2box
::: ultralytics.utils.ops.scale_boxes
::: ultralytics.utils.ops.make_divisible
::: ultralytics.utils.ops.non_max_suppression
::: ultralytics.utils.ops.clip_boxes
::: ultralytics.utils.ops.clip_coords
::: ultralytics.utils.ops.scale_image
::: ultralytics.utils.ops.xyxy2xywh
::: ultralytics.utils.ops.xywh2xyxy
::: ultralytics.utils.ops.xywhn2xyxy
::: ultralytics.utils.ops.xyxy2xywhn
::: ultralytics.utils.ops.xywh2ltwh
::: ultralytics.utils.ops.xyxy2ltwh
::: ultralytics.utils.ops.ltwh2xywh
::: ultralytics.utils.ops.xyxyxyxy2xywhr
::: ultralytics.utils.ops.xywhr2xyxyxyxy
::: ultralytics.utils.ops.ltwh2xyxy
::: ultralytics.utils.ops.segments2boxes
::: ultralytics.utils.ops.resample_segments
::: ultralytics.utils.ops.crop_mask
::: ultralytics.utils.ops.process_mask_upsample
::: ultralytics.utils.ops.process_mask
::: ultralytics.utils.ops.process_mask_native
::: ultralytics.utils.ops.scale_masks
::: ultralytics.utils.ops.scale_coords
::: ultralytics.utils.ops.masks2segments
::: ultralytics.utils.ops.clean_str
