question-mark
Stuck on an issue?

Lightrun Answers was designed to reduce the constant googling that comes with debugging 3rd party libraries. It collects links to all the places you might be looking at while hunting down a tough bug.

And, if you’re still stuck at the end, we’re happy to hop on a call to see how we can help out.

Extension - Add Hrnet as 2D detector

See original GitHub issue

Apparently HrNET , for 2d pose estimation has higher accuracy and i guess that will improve the lifting from the 2D keypoints much better. However the joint order is COCO keypoints order and thus the lifting fails. Is it possible to add it as an extension.

Hrnet Keypoints output 2d keypoints which returns 1x17x3 where 1 is single person , followed by 17 keypoints and confidnce scores. The output was modified a bit to match with the input required for json files in openpose but i think , there has to be some more modifications to be done ?

Issue Analytics

  • State:closed
  • Created 4 years ago
  • Comments:13 (1 by maintainers)

github_iconTop GitHub Comments

2reactions
ArashHosseinicommented, Dec 9, 2019

check /src/predict_3dpose.py file for this arg “pose_estimation_json”, can you see it?

0reactions
una-dinosauriacommented, May 1, 2020

Closing due to lack of activity.

Read more comments on GitHub >

github_iconTop Results From Across the Web

Extending towards Hrnet as 2D joint detector · Issue #4 - GitHub
Hi , first of all great work. I was wondering if it could be extended to HrNET as it is supposed to highly...
Read more >
Deep High-Resolution Representation Learning for Visual ...
We show the superiority of the proposed HRNet in a wide range of applications, including human pose estimation, semantic segmentation, and object detection, ......
Read more >
Overview of Human Pose Estimation Neural Networks - 2d3d.ai
Runtime information. FasterRCNN with Resnet50 is used for person detection; HRNet with 48 channels and 384 x 288 resolution input image used.
Read more >
Bottom-up Higher-Resolution Networks for Multi ... - arXiv Vanity
We propose Higher-Resolution Network (HigherHRNet), which is a simple extension of the High-Resolution Network (HRNet). HigherHRNet generates higher-resolution ...
Read more >
Keypoint Detection | Papers With Code
Keypoint detection involves simultaneously detecting people and ... Add a Result ... Our method is a natural extension of 2D-keypoint approaches that ...
Read more >

github_iconTop Related Medium Post

No results found

github_iconTop Related StackOverflow Question

No results found

github_iconTroubleshoot Live Code

Lightrun enables developers to add logs, metrics and snapshots to live code - no restarts or redeploys required.
Start Free

github_iconTop Related Reddit Thread

No results found

github_iconTop Related Hackernoon Post

No results found

github_iconTop Related Tweet

No results found

github_iconTop Related Dev.to Post

No results found

github_iconTop Related Hashnode Post

No results found