open-mmlab / mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.
https://mmpose.readthedocs.io/en/latest/
Apache License 2.0
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no output when testing body3d_multiview_detect_and_regress_img_demo.py on custom images #1972

Open leonhard-yu-zhang opened 1 year ago

leonhard-yu-zhang commented 1 year ago

Hello, when I try to test body3d_multiview_detect_and_regress_img_demo.py on custom images, there is no output of the skeleton. I've followed the tutorial (https://mmpose.readthedocs.io/en/latest/demo.html#d-multiview-human-pose-demo) to organize my data and rewrote the camera_parameters.json with the extrinsic and intrinsic parameters of my own realsense D455 cameras. There is always at least one person in my custom images. I notice that when debugging the x,y,z of pose_3d in the show_result function are all zero. Could you give some advice?

wusize commented 1 year ago

Hi! Did you finetune the model on your dataset?

leonhard-yu-zhang commented 1 year ago

No. I'm a beginner in deep learning. Will other parameters such as the size of feature volume also affect the output?

wusize commented 1 year ago

The method VoxelPose has poor generalization ability. It cannot generate reasonable results when inferencing on a custom dataset without any finetuning.

Taylorminer commented 1 year ago

The method VoxelPose has poor generalization ability. It cannot generate reasonable results when inferencing on a custom dataset without any finetuning.

How to finetune the model on a custom dataset ? @wusize