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no output when testing body3d_multiview_detect_and_regress_img_demo.py on custom images

Open leonhard-yu-zhang opened this issue 2 years ago • 4 comments

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?

leonhard-yu-zhang avatar Feb 14 '23 15:02 leonhard-yu-zhang

Hi! Did you finetune the model on your dataset?

wusize avatar Feb 15 '23 05:02 wusize

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

leonhard-yu-zhang avatar Feb 15 '23 11:02 leonhard-yu-zhang

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

wusize avatar Feb 15 '23 11:02 wusize

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

Taylorminer avatar Feb 16 '23 03:02 Taylorminer