Mohammed Yasin

The config in this repo is using 2x schedule: https://github.com/jbwang1997/CrossKD/blob/master/configs/crosskd/crosskd_r50_retinanet_r101_fpn_2x_coco.py But the paper is not clear: > Besides performing CrossKD on GFL, we select three commonly used detectors, i.e., RetinaNet...

Fix NMS error when classes metadata is missing for seg models.

1

Closes https://github.com/ultralytics/ultralytics/issues/15003 and https://github.com/ultralytics/ultralytics/issues/13548 ## 🛠️ PR Summary Made with ❤️ by [Ultralytics Actions](https://github.com/ultralytics/actions) ### 🌟 Summary Improved handling of segment tasks with properly defined class names in `autobackend.py`. ###...

Add Reddit link to documentation and templates

1

It would require merging this icon: https://github.com/ultralytics/assets/pull/65 ## 🛠️ PR Summary Made with ❤️ by [Ultralytics Actions](https://github.com/ultralytics/actions) ### 🌟 Summary Ultralytics has integrated a link to their Reddit community across...

Add Reddit social icon

6

Downloaded from [FontAwesome](https://fontawesome.com/icons/reddit-alien?f=brands&s=solid).

Is there a reason why the LR In the configs are different from MI-AOD which is what PPAL paper said it used as reference? The paper said that the MI-AOD...

SAM: Support multi-point prompt.

7

Closes https://github.com/ultralytics/ultralytics/issues/15716 The PR allows users to pass multiple points and labels as prompts for a single object. To pass multiple points, users can use points and labels of shape...

Support non-square size for classify. Use `imgsz` from metadata when available.

7

Closes https://github.com/ultralytics/ultralytics/issues/16026 **Classification task currently:** 1. Doesn't allow `imgsz` override for `.pt` models because `transforms` stored in the model are used over `self.args.imgsz` https://github.com/ultralytics/ultralytics/blob/db3c0400c5d59376a5ba5fe1c6c02ecdff8329e3/ultralytics/engine/predictor.py#L189-L196 ```python In [3]: model = YOLO("yolo11n-cls.pt")...

Concat all segments by default for multi-part masks

8

Resolves https://github.com/ultralytics/ultralytics/issues/16733 If the mask of an object is split into multiple segments, `ultralytics` currently returns the largest segment during conversion from mask to segments. But most users would rather...

Fixes `RuntimeError: Could not infer dtype of numpy.uint8` error.

Print imgsz information along with FLOPs

5

FLOPs value is connected to `imgsz`, so print that alongside GFLOPs. Avoids confusion like in https://github.com/ultralytics/ultralytics/issues/16919#issuecomment-2415708239 ## 🛠️ PR Summary Made with ❤️ by [Ultralytics Actions](https://github.com/ultralytics/actions) ### 🌟 Summary Enhances...