Investigate merging box conversion utils from ops and transforms

[zy1git]

Currently, we have similar box conversion functionality implemented in two places:

• torchvision/ops/_box_convert.py

• torchvision/transforms/v2/functional/_meta.py

This duplication is not ideal and could lead to inconsistencies (e.g., different rounding behavior for integer tensors).

Suggested investigation:

• Compare the two implementations for correctness and consistency

• Run benchmarks to evaluate which implementation is more efficient

• Merge them into one.

Considerations:

The transforms version supports inplace operations, while the ops version does not.
Any changes should maintain backward compatibility

Related: PR #9322 (Fix CXCYWH to XYXY conversion for integer bounding boxes)