Open RangeKing opened 1 year ago
Algorithm Name: YOLOV Conference/Year:2022 Paper:link Datasets:ILSVRC2015 DET and ILSVRC2015 VID dataset on IMAGENET Introduction:N/A Repo:https://github.com/YuHengsss/YOLOV Interpretations:N/A
Algorithm Name:Equalized Focal Loss for Dense Long-Tailed Object Detection Conference/Year(Optional):CVPR 2022 Paper(Optional):https://arxiv.org/pdf/2201.02593.pdf Datasets(Optional):LVIS v1 dataset Introduction(Optional):N/A Repo(Optional):https://github.com/ModelTC/United-Perception Interpretations(Optional):https://zhuanlan.zhihu.com/p/489606679
Algorithm Name: Centralized Feature Pyramid for Object Detection Conference/Year:2022 Paper:link Datasets:MS COCO Introduction:Centralized Feature Pyramid for Object Detection Repo:https://github.com/QY1994-0919/CFPNet Interpretations:https://github.com/QY1994-0919/CFPNet/issues/10
Algorithm Name: YOLOP: You Only Look at Once for Panoptic driving Perception Conference/Year:2022 Paper:link Datasets: BDD100K Introduction: Repo:https://github.com/hustvl/YOLOP Interpretations:
Algorithm Name:"YOLO-Pose: Enhancing YOLO for Multi Person Pose Estimation Using Object Keypoint Similarity Loss] Conference/Year:2022 Paper:link Datasets: COCO Keypoint Introduction: Repo:https://github.com/TexasInstruments/edgeai-yolov5/tree/yolo-pose Interpretations:
Algorithm Name:"YOLO-Pose: Enhancing YOLO for Multi Person Pose Estimation Using Object Keypoint Similarity Loss] Conference/Year:2022 Paper:link Datasets: COCO Keypoint Introduction: Repo:https://github.com/TexasInstruments/edgeai-yolov5/tree/yolo-pose Interpretations:
Hi @debapriyamaji, thanks for your attention to MMYOLO. I think YOLO-Pose is an excellent algorithm. Could you help MMYOLO support YOLO-Pose. We can open another issue to discuss it.
Hi @RangeKing ,
Thanks for the reply. I would like to enable yolo-pose in mmYOLO with your help. Right now, I am not sure when can I spend some time on it. I will get back to you with some updates within the next couple of weeks.
Regards, Debapriya
Hi @RangeKing ,
Thanks for the reply. I would like to enable yolo-pose in mmYOLO with your help. Right now, I am not sure when can I spend some time on it. I will get back to you with some updates within the next couple of weeks.
Regards, Debapriya Hi, @debapriyamaji , I am using yolo-pose, looking forward to your work.
Algorithm Name:YOLO-NAS Conference/Year:2023 Datasets:MS COCO Introduction:providing superior real-time object detection capabilities and production-ready performance Repo:https://github.com/Deci-AI/super-gradients/blob/master/YOLONAS.md Interpretations:https://zhuanlan.zhihu.com/p/628090349
MMYOLO Call for Proposals
在各个领域中 YOLO 系列改进算法众多,哪些改进的算法或者模块你觉得非常有用?欢迎在 Issue 中留言。我们会根据反馈列入开发计划当中。
Issue 回复模板
示例
Transformer Prediction Heads (TPH)
和convolutional block attention model (CBAM)
,在 VisDrone2021 数据集上比 baseline YOLOv5 模型,精度提高 7%相关解读:https://zhuanlan.zhihu.com/p/416171744
There are lots of improved algorithms in the YOLO series in various fields. Which improved algorithms or modules do you find useful? Feel free to leave your comments in the Issue. We will include them in the development plan based on the feedback.
Issue Reply Template
Example
Transformer Prediction Heads (TPH)
andconvolutional block attention model (CBAM)
in YOLOv5, which improves the accuracy by 7% over the baseline YOLOv5 model on the VisDrone2021 dataset.根据大家反馈,我们会在下面维护一个列表,方便统一查看。 According to your feedback, we will maintain a list below.