TransWikia.com

How are IOUs for ground truth boxes in YOLO calculated?

Artificial Intelligence Asked by nivter on February 12, 2021

I know how IOU works during detection. However, while preparing targets from ground-truth for training, how is the IOU between a given object and all anchor boxes calculated?

Is the ground truth bounding box aligned with an anchor box such that they share the same center? (width/2, height/2)

I think this is the case but I want to hear from someone who has better knowledge of how training data is prepared for training in YOLO.

One Answer

My assumption was correct: the ground truth bounding box is aligned with an anchor box such that they share the same center

In other words, only the widths and heights are used to calculate the ground truth IOU.

Correct answer by nivter on February 12, 2021

Add your own answers!

Ask a Question

Get help from others!

© 2024 TransWikia.com. All rights reserved. Sites we Love: PCI Database, UKBizDB, Menu Kuliner, Sharing RPP