# Pose Estimation on Deepstream

**URL:** <https://forums.developer.nvidia.com/t/pose-estimation-on-deepstream/156149>\
**Category:** DeepStream SDK\
**Created:** [October 2, 2020, 8:25pm UTC](https://forums.developer.nvidia.com/t/pose-estimation-on-deepstream/156149 "2020-10-02T20:25:50Z")\
**Posts on this page:** 17\
**Page:** 1

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**Author:** ![joaquin1](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/joaquin1/32/41154_2.png) [@joaquin1](https://forums.developer.nvidia.com/u/joaquin1)\
**Post date:** [October 2, 2020, 8:25pm UTC](https://forums.developer.nvidia.com/t/pose-estimation-on-deepstream/156149/1 "2020-10-02T20:25:50Z")

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There is a example code of Pose Estimation on Deepstream ?

Thanks!

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**Author:** ![leo2105](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/leo2105/32/27757_2.png) [@leo2105](https://forums.developer.nvidia.com/u/leo2105)\
**Post date:** [October 2, 2020, 8:39pm UTC](https://forums.developer.nvidia.com/t/pose-estimation-on-deepstream/156149/2 "2020-10-02T20:39:24Z")

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Hi, I want the same thing, until now i have found this repo and I am trying to use it with python binding.

> **[GitHub - NVIDIA-AI-IOT/trt\_pose: Real-time pose estimation accelerated with NVIDIA...](https://github.com/NVIDIA-AI-IOT/trt_pose)**
>
> Real-time pose estimation accelerated with NVIDIA TensorRT

If you know another alternative let us know, thx

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**Author:** ![mchi](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/mchi/32/14043_2.png) [@mchi](https://forums.developer.nvidia.com/u/mchi)\
**Post date:** [October 4, 2020, 6:34am UTC](https://forums.developer.nvidia.com/t/pose-estimation-on-deepstream/156149/3 "2020-10-04T06:34:09Z")

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DS does not support it because there is not post-processing for it in DS.

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**Author:** ![mchi](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/mchi/32/14043_2.png) [@mchi](https://forums.developer.nvidia.com/u/mchi)\
**Post date:** [October 6, 2020, 7:56am UTC](https://forums.developer.nvidia.com/t/pose-estimation-on-deepstream/156149/4 "2020-10-06T07:56:03Z")

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Hi @joaquin1,  
Sorry! The latest update is we will open source DeepStream post-processing for trt-pose by the end of this month.

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**Author:** ![joaquin1](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/joaquin1/32/41154_2.png) [@joaquin1](https://forums.developer.nvidia.com/u/joaquin1)\
**Post date:** [October 6, 2020, 5:07pm UTC](https://forums.developer.nvidia.com/t/pose-estimation-on-deepstream/156149/5 "2020-10-06T17:07:21Z")

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Great thanks! Is any way i can get notify about this release

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**Author:** ![mchi](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/mchi/32/14043_2.png) [@mchi](https://forums.developer.nvidia.com/u/mchi)\
**Post date:** [October 7, 2020, 12:36am UTC](https://forums.developer.nvidia.com/t/pose-estimation-on-deepstream/156149/6 "2020-10-07T00:36:40Z")

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We will normally notify the release with a pinned topic in the top of this forum,

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**Author:** ![ishan](https://developer.download.nvidia.com/images/forums/profile-default-devtalk-84.png) [@ishan](https://forums.developer.nvidia.com/u/ishan)\
**Post date:** [October 31, 2020, 12:01am UTC](https://forums.developer.nvidia.com/t/pose-estimation-on-deepstream/156149/7 "2020-10-31T00:01:29Z")

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@mchi it is the end of the month, any update on this. I know many people are eager for this to come to open source.

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**Author:** ![mchi](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/mchi/32/14043_2.png) [@mchi](https://forums.developer.nvidia.com/u/mchi)\
**Post date:** [November 4, 2020, 2:12am UTC](https://forums.developer.nvidia.com/t/pose-estimation-on-deepstream/156149/8 "2020-11-04T02:12:14Z")

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Hi,  
Checked internally, it was delayed, but will have update in these weeks.

Sorry for the delay!

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**Author:** ![anujsaharan](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/anujsaharan/32/52287_2.png) [@anujsaharan](https://forums.developer.nvidia.com/u/anujsaharan)\
**Post date:** [November 24, 2020, 6:26pm UTC](https://forums.developer.nvidia.com/t/pose-estimation-on-deepstream/156149/9 "2020-11-24T18:26:02Z")

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Hey everyone!

This code was released recently. See if this helps you out at all!

> **[GitHub - NVIDIA-AI-IOT/deepstream\_pose\_estimation: This is a DeepStream application to demonstrate a...](https://github.com/NVIDIA-AI-IOT/deepstream_pose_estimation)**
>
> This is a DeepStream application to demonstrate a human pose estimation pipeline.

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**Author:** ![gschimmel](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/gschimmel/32/15608_2.png) [@gschimmel](https://forums.developer.nvidia.com/u/gschimmel)\
**Post date:** [November 24, 2020, 6:34pm UTC](https://forums.developer.nvidia.com/t/pose-estimation-on-deepstream/156149/10 "2020-11-24T18:34:38Z")

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Looking good! Thanks for the update.

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**Author:** ![AndySimcoe](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/andysimcoe/32/200998_2.png) [@AndySimcoe](https://forums.developer.nvidia.com/u/AndySimcoe)\
**Post date:** [November 24, 2020, 11:40pm UTC](https://forums.developer.nvidia.com/t/pose-estimation-on-deepstream/156149/11 "2020-11-24T23:40:56Z")

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Cool! Thank you for the update!

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**Author:** ![trild-vietnam](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/trild-vietnam/32/126326_2.png) [@trild-vietnam](https://forums.developer.nvidia.com/u/trild-vietnam)\
**Post date:** [December 8, 2020, 7:58am UTC](https://forums.developer.nvidia.com/t/pose-estimation-on-deepstream/156149/12 "2020-12-08T07:58:55Z")

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hello @anujsaharan, thank you for your great work, but I try to run but failure cause osd library need libcudart.so.11.0. Could you provide osd build in cuda 10.2 library please!

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**Author:** ![H19012](https://developer.download.nvidia.com/images/forums/profile-default-devtalk-84.png) [@H19012](https://forums.developer.nvidia.com/u/H19012)\
**Post date:** [December 25, 2020, 12:35am UTC](https://forums.developer.nvidia.com/t/pose-estimation-on-deepstream/156149/13 "2020-12-25T00:35:14Z")

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Doesn’t the performance decrease if we squeeze a 16:9 video to the 1:1 NN? Is there anything to make the NN input/output shapes dynamic?

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**Author:** ![mjhuria](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/mjhuria/32/15508_2.png) [@mjhuria](https://forums.developer.nvidia.com/u/mjhuria)\
**Post date:** [January 5, 2021, 7:50pm UTC](https://forums.developer.nvidia.com/t/pose-estimation-on-deepstream/156149/14 "2021-01-05T19:50:42Z")

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Hi,

The binary is available for cuda10.2 now. Please check: [deepstream\_pose\_estimation/bin/x86 at master · NVIDIA-AI-IOT/deepstream\_pose\_estimation · GitHub](https://github.com/NVIDIA-AI-IOT/deepstream_pose_estimation/blob/master/bin/x86)

Thanks!

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**Author:** ![zhujiandream](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/zhujiandream/32/98044_2.png) [@zhujiandream](https://forums.developer.nvidia.com/u/zhujiandream)\
**Post date:** [March 11, 2021, 11:19am UTC](https://forums.developer.nvidia.com/t/pose-estimation-on-deepstream/156149/15 "2021-03-11T11:19:00Z")

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Dear my friend, I am running this deepstream-pose project in the docker [nvcr.io/nvidia/deepstream:5.0-dp-20.04-devel](http://nvcr.io/nvidia/deepstream:5.0-dp-20.04-devel) , and the binary file libnvds\_osd.so works not good.

“undefined symbol: nvds\_mask\_utils\_resize\_to\_binary\_argb32”

the CUDA nvcc in docker is 10.2

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<div class="post-metadata">

**Author:** ![kayccc](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/kayccc/32/14043_2.png) [@kayccc](https://forums.developer.nvidia.com/u/kayccc)\
**Post date:** [March 16, 2021, 1:54am UTC](https://forums.developer.nvidia.com/t/pose-estimation-on-deepstream/156149/16 "2021-03-16T01:54:02Z")

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Hi [zhujiandream](https://forums.developer.nvidia.com/u/zhujiandream),

Please help to open new topic if it’s still an issue. Thanks

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**Author:** ![TomNVIDIA](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/tomnvidia/32/14181_2.png) [@TomNVIDIA](https://forums.developer.nvidia.com/u/TomNVIDIA)\
**Post date:** [October 12, 2021, 4:14pm UTC](https://forums.developer.nvidia.com/t/pose-estimation-on-deepstream/156149/17 "2021-10-12T16:14:52Z")

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Closed on October 12, 2021, 4:14pm UTC


