VideoPose3D
Efficient 3D human pose estimation in video using 2D keypoint trajectories (by facebookresearch)
PoseFormer
The project is an official implementation of our paper "3D Human Pose Estimation with Spatial and Temporal Transformers". (by zczcwh)
| VideoPose3D | PoseFormer | |
|---|---|---|
| 6 | 6 | |
| 3,435 | 470 | |
| - | - | |
| 0.0 | 3.1 | |
| over 1 year ago | 6 months ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | - |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
VideoPose3D
Posts with mentions or reviews of VideoPose3D.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-02-25.
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[P] How To Train NPCs With Video? VR Badminton Project
for the pose estimation itself you might want to look at something like this https://github.com/facebookresearch/VideoPose3D
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Human Pose Estimation Technology Capabilities and Use Cases in 2022
Depending on the chosen algorithm, the HPE system will provide different performance and accuracy results. Let’s see how they correlate in terms of our experiment with two of the most popular human pose estimation models, VideoPose3D and BlazePose.
- [D] Anyone able to reproduce cpn detection results from PoseFormer or VideoPose3D?
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Research Help
One thing you can start with is just extracting poses from fencing matches. There are libraries out there that your can download and implement, here's one that popped from a quick search: https://github.com/facebookresearch/VideoPose3D (figure skating example)
- Turning 3d scan into tool for animation and mocap with hand made poses
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Human Pose Estimation Technology 2021 Guide
Source
PoseFormer
Posts with mentions or reviews of PoseFormer.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-03-17.
-
Hi, can you guys help me run a github network on Google Colab
data_3d_h36m.npz seems to be the training and test data. Their readme explains how to get it: https://github.com/zczcwh/PoseFormer/tree/main/data
- [D] Anyone able to reproduce cpn detection results from PoseFormer or VideoPose3D?
- [R] 3D Human Pose Estimation with Spatial and Temporal Transformers
What are some alternatives?
When comparing VideoPose3D and PoseFormer you can also consider the following projects:
realtime-2D-to-3D-faces - Reconstructing real-time 3D faces from 2D images using deep learning.
3DMPPE_POSENET_RELEASE - Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image", ICCV 2019
pifuhd - High-Resolution 3D Human Digitization from A Single Image.