Roadmap of MMRotate

[zytx121]

We keep this issue open to collect feature requests from users and hear your voice. Our monthly release plan is also available here.

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We also released our TODO list on the project page. Most of the TODO items are described in their corresponding issues (those labeled by Dev-RD) with detailed requirement documentation. Feel free to leave a message in the issue of any item and create a PR if you are interested in any of the item.

[aldakata]

I am down to help!

[liuyanyi]

Is there any plan for Rotated IoU Loss or Poly IoU Loss, it can easily improve detector performance. But both of them need cuda ops, i can help with python code, but I don't know much about cuda code. =.=

[yangxue0827]

@liuyanyi already in the plan @zytx121

[HJoonKwon]

Any plan for applying oriented bbox to instance segmentation?

[chandlerbing65nm]

can you also make the mmrotate implementation of PIoU loss ?

[xxmomo]

Will you add anchor-free model in furture? Maybe a few month later?

[yangxue0827]

rotated_reppoints is an anchor free detector.

[xxmomo]

I get it.Thanks. But I have another question to ask. Will your team has plan to finish CenterNet or FCOS e.g. in a few month later?

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[yangxue0827]

Yes, we will. FCOS is on the way, done by @liuyanyi
You also can use the FCOS-OBB in OBBDetection instead.

[xxmomo]

Thanks for your reply. Your work are amzing. You'll hear this a lot, but I'm telling you, every time I look at the code, it's a wow.

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[aparico]

@zytx121 @yangxue0827 Could you please add Darknet53 as backbone (from YOLOv4) and YOLO as detector?

[xxmomo]

sorry，I don't know your meaning.

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[chandlerbing65nm]

Pls add Masks in MMRotate

[dimakan]

Please support onnx/trt export.
directly or with mmdeploy (prefered)

[dimakan]

Please support onnx/trt export. directly or with mmdeploy (prefered)

I noticed it stated as supported in the paper - really confusing:
https://www.arxiv-vanity.com/papers/2204.13317/

[yangxue0827]

@zytx121

[ziruoliu]

Is there a plan to add 2022 CVPR “Oriented RepPoints for Aerial Object Detection”？

[yangxue0827]

Already in processing (waiting to be merged), refer to #286

You can use it directly. @ziruoliu

[kimlia545]

mmdet.datasets.pipelines.test_time_aug
When will "aug_test" be added?

[hongxrsysu]

(1) Draw the PR diagram in mmrotate!
(2) And the loss of visual val is also drawn, because we want to see whether it is over-fitting, and we can get a figure similar to this:

[ogencoglu]

+1 for onnx conversion

[CF-chen-feng-CF]

onnx转换为+2

[A1leilei]

'OrientedRepPointsHead is already registered in models,情况该如何解决啊

[timresink]

Hi, I was wondering if there is any releases planned? There haven't been major updates for a while, and just curious if you guys are still actively developing

[mohamedrekik]

Hi, can we have yolov8 for Oriented Object Detection ?

[yangxue0827]

Hi, can we have yolov8 for Oriented Object Detection ?

https://docs.ultralytics.com/zh/tasks/obb/#visual-samples