Comments (6)
Thanks very much for pointing out this issue. I had corrected them in the current version. As both of you had mentioned, such a correction did an improvement in SHREC data (for coarse data: It was improved from 94.6 to 94.8 with 1.82M parameters and from 91.8 to 94.1 with 0.15M parameters).
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yes, I also find this error, after fixing it , the accuracy gets better.
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Thanks very much for pointing out this issue. I had corrected them in the current version. As both of you had mentioned, such a correction did an improvement in SHREC data (for coarse data: It was improved from 94.6 to 94.8 with 1.82M parameters and from 91.8 to 94.1 with 0.15M parameters).
great job! very fast and high accuracy. And have you ever tried this model on other dataset ,especially the NTU RGB+D dataset. which is very hot for skeleton based action recognition. and how is the performance
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Sorry, I may not try it since the skeleton contains much noise and loses context information, it is not as good as only using RGB in body action recognition and I stop further investigate it. This work was originally designed for hand gesture as we could obtain a more accurate 3D hand pose and it may not be related to context information. If you are working on NTU, stacking more modules (e.g., 2s-AGCN) might help to boost the performance of NTU up to ~96+(CV) and ~90+(CS).
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@pengfeiZhao1993 @muxizju Can you please explain how to run the SHREC dataset.
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Got it! Thanks
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Related Issues (20)
- Getting keypoints from video HOT 1
- accuracy changed in paper? HOT 4
- Tflite model HOT 1
- Unable to create conda env HOT 1
- Can I test the trained model of gesture recognition in RGB video? HOT 2
- confusion matrix doesn't match HOT 4
- training new gestures with unfixed length of input frames HOT 3
- Is this extensible to other 2D/3D skeleton annotations? HOT 2
- method to average results across J-HMDB splits HOT 1
- 88% accuracy on JHMDB HOT 1
- custom skeleton dataset and puppet scale HOT 3
- How to calculate puppet scale in custom dataset HOT 1
- Application of DD-Net on OpenPose/AlphaPose/... results HOT 2
- Considering classwise accuracy
- JHMDB dataset size
- About norm_scale function for JHMDB
- Scaling and selection of features?
- how to convert mediapipe to SHRED dataset format?
- SHREC dataset link
- SHREC 2017 Dataset
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