generalized_box_iou¶
-
torchvision.ops.
generalized_box_iou
(boxes1: torch.Tensor, boxes2: torch.Tensor) → torch.Tensor[source]¶ Return generalized intersection-over-union (Jaccard index) between two sets of boxes.
Both sets of boxes are expected to be in
(x1, y1, x2, y2)
format with0 <= x1 < x2
and0 <= y1 < y2
.- Parameters
boxes1 (Tensor[N, 4]) – first set of boxes
boxes2 (Tensor[M, 4]) – second set of boxes
- Returns
the NxM matrix containing the pairwise generalized IoU values for every element in boxes1 and boxes2
- Return type
Tensor[N, M]