Add box_area_center and box_iou_center functions for cxcywh format with tests
#8992
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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/vision/8992
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Related #8961
This pull request introduces new utility functions for handling bounding boxes and adds corresponding tests. The main changes include the addition of
box_area_centerandbox_iou_centerfunctions, as well as comprehensive tests to ensure their correctness.New utility functions:
torchvision/ops/boxes.py: Addedbox_area_centerfunction to compute the area of bounding boxes specified by their center coordinates.torchvision/ops/boxes.py: Addedbox_iou_centerfunction to compute the intersection-over-union (IoU) for bounding boxes specified by their center coordinates.Documentation updates:
docs/source/ops.rst: Updated the documentation to includebox_area_centerandbox_iou_center.Test additions:
test/test_ops.py: AddedTestBoxAreaCenterclass with tests forbox_area_centerfunction.test/test_ops.py: AddedTestBoxIouCenterclass with tests forbox_iou_centerfunction.Module initialization:
torchvision/ops/__init__.py: Updated the module initialization to includebox_area_centerandbox_iou_center[1] [2].