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### Search before asking
- [X] I have searched the Ultralytics YOLO [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussion…
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Thank you for sharing such an amazing work of yours!
I'm studying image registration and always wondered how I can replace optimization part with PyTorch.
Your work is exactly what I've been loo…
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class Results(SimpleClass):
"""
A class for storing and manipulating inference results.
Attributes:
orig_img (numpy.ndarray): Original image as a numpy array.
orig…
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I used one of the scripts and found that for converted keypoint files only xyhw format could be converted and the keypoints were not recognized
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Hi.
I want to predict additional 3D keypoints like hands in halpe136 or small toe and big toe in halpe26.
What more things do I need to do?
Should I do pre-training? Or just fine tuning?
I…
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Hi,when I draw keypoints from joint_2d_det_files/cpn_ft_h36m_dbb_test.npy and annotation_body3d/fps50/h36m_test.npz, I found that the 2D keypoints from cpn is more accurate than gt from h36m_test.npz …
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Thank you for sharing your great code. I have a few questions. I am new in this field. If you kindly answer my questions, I really appreciate it.
1) I would like to have keypoint coordinates. Is it…
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After extracting hand or face keypoints, how to save these keypoints as json file?
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@tianzhi0549 how to train keypoint by FCOS, I get error use this
BACKBONE:
CONV_BODY: "V-39-eSE-FPN-RETINANET"
FREEZE_CONV_BODY_AT: 0
VOVNET:
BACKBONE_OUT_CHANNELS: 128
RPN_O…
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Suppose I have two object categories with completely different sets of keypoints (e.g. human keypoints and cat keypoints). Can I train CenterNet to detect keypoints for both categories in one model?