Describe the bug
When NMS input boxes contain 2 or more predictions with the same score and area size, NMS does not reject any of them. This creates duplicates in output mask.
Steps/Code to reproduce bug
- Prepare NMS input data with similar 2 or more bounding boxes that have the exact same score and their calculated area size will be the same.
- Run NMS
- Check output mask - notice both have values
1 (not discarded)
Expected behavior
Only single bounding box has positive value assigned in output mask.
Environment overview (please complete the following information)
- Environment location: Bare-metal
- Method of cuDF install: from source
Describe the bug
When NMS input boxes contain 2 or more predictions with the same score and area size, NMS does not reject any of them. This creates duplicates in output mask.
Steps/Code to reproduce bug
1(not discarded)Expected behavior
Only single bounding box has positive value assigned in output mask.
Environment overview (please complete the following information)