Alperen ÜNLÜ

icon location Turkey icon location I'm Alperen ÜNLÜ, a deep learning engineer deeply passionate about deep learning and reinforcement learning research.

Results 6 comments of Alperen ÜNLÜ

Add `box_area_center` and `box_iou_center` functions for cxcywh format with tests

Hi @AntoineSimoulin, Thanks for reviewing the PR. These changes look great, and I’ve fixed a few small issues with them. Since we now support the `xywh` format, I think we...

box_area and box_iou functions for cxcywh format

Hi @AntoineSimoulin, Thanks a lot for the thoughtful feedback! Just to clarify up front — this PR targets the standard **cxcywh** format (center-x, center-y, width, height), not **cxcywhr** with rotation....

box_area and box_iou functions for cxcywh format

Hey @AntoineSimoulin, I've extensively profiled the code and included both the implementation and output below. Here's a summary of the results: - `box_area_center` is approximately **10x faster** - `box_iou_center` is...

box_area and box_iou functions for cxcywh format

@AntoineSimoulin Thanks! Let’s add it this way for now. Since there are other IoU functions (generalized, distance, and complete), I can work on them afterward. Once we have them, we...

box_area and box_iou functions for cxcywh format

@NicolasHug Could you also take a look?

box_area and box_iou functions for cxcywh format

I created the dispatch style and changed tests accordingly. All tests are successful. pr: https://github.com/pytorch/vision/pull/8992