open-mmlab / mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.
https://mmpose.readthedocs.io/en/latest/
Apache License 2.0
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[Docs] Fastest keypoint detection and object detection Model in MMPose #2371

Closed Yaozh66 closed 1 year ago

Yaozh66 commented 1 year ago

📚 The doc issue

Hello! Thanks for opensourcing this great project. I want to ask which model that can play multi-task keypoint detection and object detection is fastest or lightest in MMpose. I want to deploy it on Jetson Nano which is resource-restricted. Or do you have any suggestions? Thanks very much.

Suggest a potential alternative/fix

No response

Tau-J commented 1 year ago

If your application scenario is fewer than 6 people, you can refer to RTMPose, if more than 6, I suggest YOLOX-Pose

Yaozh66 commented 1 year ago

How do you think about yolov8-pose which is provided by ultralytics compared to yolox-pose?

Tau-J commented 1 year ago

You can compare the reported performance

Yaozh66 commented 1 year ago

HaHaHa. I see the Master Ma Baoguo in RTMpose website. But I wonder if there is a model config that can simultaneously output keypoints and bbox detections like Yolov8-pose? I only see these two tasks are done in two seperate models in RTMPose website.