Hakjin Lee
Hakjin Lee
Hi @zytx121 , Can I ask you to check this? :)
# Current Status ## Training Performance is not reproduced yet With the [current config](https://github.com/nijkah/mmdetection/blob/d6e7459aa754690feeb5fb9de6bf5a9618fc16c0/configs/rtdetr/rtdetr_r50vd_8xb2-72e_coco.py), I got below result. The performance fluctuates after 18 epochs. ``` ... 2023/06/14 18:24:42 - mmengine...
Unfortunately, I think it seems that the maintainers of yolov8 did not reproduce the performance in the paper. Default hyperparameters are way different from the paper. ```python from ultralytics import...
> https://github.com/lyuwenyu/RT-DETR @nijkah @hhaAndroid I came back from holidays. Sorry for the late progress. It seems that the repository only provides the inference code. I still think the performance difference...
Above log from ppdet has an issue. https://github.com/PaddlePaddle/PaddleDetection/pull/8409 I used the latest commit and it has a bug to set iou_score. After fixing, I got below logs from ppdet. ```...
@hhaAndroid Sorry for confusing. There was a modification to support SSOD in RT-DETR by one who is not original author of RT-DETR, causing unexpected logic (skipping iou-aware classification loss). Now,...
@hhaAndroid I found this issue saying RT-DETR with r50 has a reproducing problem with PaddleDetection. https://github.com/PaddlePaddle/PaddleDetection/issues/8381#issuecomment-1617769149 https://github.com/PaddlePaddle/PaddleDetection/issues/8402 I also always encounter the same issue when training R50 with PaddleDetection. I...
# Current Status - Migrate R18VD, R34VD - Reproduce RT-DETR with r18vd in PPDet Definitely RT-DETR w/ R18VD in MMDet shows slower convergence compared to the one in PPDet. ```...
@lyuwenyu Thank you. I didn't notice that the repository provides training code with ppdet. I also checked the first validation results. The only thing left to figure out is why...
@hhaAndroid This is the model weight conversion script. https://gist.github.com/nijkah/5faf6ae356188690f353e3585d9bfc19 I put it into gist since it is so dirty code 🤣 I tested it with 'rtdetr_r18vd', 'rtdetr_r34vd', 'rtdetr_r50vd'. All converted...