Question 1: Single choice
mediumAI-checkedObject DetectionThree detections, two dogs and one cat, are post-processed with torchvision:
import torch
from torchvision.ops import batched_nms
boxes = torch.tensor([[10., 10., 110., 110.], # dog
[20., 20., 120., 120.], # cat
[15., 12., 112., 115.]]) # dog
scores = torch.tensor([0.9, 0.8, 0.7])
labels = torch.tensor([0, 1, 0]) # 0 = dog, 1 = cat
keep = batched_nms(boxes, scores, labels, iou_threshold=0.5)
print(keep.tolist())
The pairwise IoUs are 0.68 (boxes 0 and 1), 0.87 (boxes 0 and 2) and 0.78 (boxes 1 and 2). What is printed?