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sail-sg / mvp

NeurIPS-2021: Direct Multi-view Multi-person 3D Human Pose Estimation
Apache License 2.0
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How to predict my own dataset? #1

Open LeeHY-1 opened 2 years ago

LeeHY-1 commented 2 years ago

I have built a multi-camera system, and I want to finish the task of 3d pose estimation on my own dataset. Can I use the mvp to do the work and how should I organize the files?

twangnh commented 2 years ago

Hi, you can follow panoptic or shelf/campus data format and configurations, but we observed cross-camera generalization is currently a challenge, that is evaluating a model on data with different camera parameters from training. You will possibly get very low performance, but this is certainly a good future work.

chunniunai220ml commented 2 years ago

@twangnh Hi, Do I have to prepare the corresponding carlibration**.json and annotation files like the panoptic sample data? when I test my single video data?