I am currently working with the AI-TOD v2 dataset and have encountered an issue with some of the bounding box annotations in the JSON files. Specifically, I have noticed instances where the bounding box dimensions are given as [1, 4, 0, 16], resulting in a width (w) of 0.
I would greatly appreciate it if you could provide some insight into how this issue was addressed in your work. In particular, I am interested in understanding the following:
How were bounding boxes with a width of 0 handled? Were these bounding boxes removed, corrected, or otherwise processed in a specific way?
How was the issue of images with no remaining objects managed? If the removal of such bounding boxes resulted in images with no detectable objects, what steps were taken to address this?
I am currently working with the AI-TOD v2 dataset and have encountered an issue with some of the bounding box annotations in the JSON files. Specifically, I have noticed instances where the bounding box dimensions are given as [1, 4, 0, 16], resulting in a width (w) of 0.
I would greatly appreciate it if you could provide some insight into how this issue was addressed in your work. In particular, I am interested in understanding the following:
How were bounding boxes with a width of 0 handled? Were these bounding boxes removed, corrected, or otherwise processed in a specific way? How was the issue of images with no remaining objects managed? If the removal of such bounding boxes resulted in images with no detectable objects, what steps were taken to address this?