# Jetson Nano Deepstream SDK for Face recognition

**URL:** <https://forums.developer.nvidia.com/t/jetson-nano-deepstream-sdk-for-face-recognition/157318>\
**Category:** DeepStream SDK\
**Created:** [October 17, 2020, 8:48pm UTC](https://forums.developer.nvidia.com/t/jetson-nano-deepstream-sdk-for-face-recognition/157318 "2020-10-17T20:48:24Z")\
**Posts on this page:** 9\
**Page:** 1

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**Author:** ![techguyz](https://developer.download.nvidia.com/images/forums/profile-default-devtalk-84.png) [@techguyz](https://forums.developer.nvidia.com/u/techguyz)\
**Post date:** [October 17, 2020, 8:48pm UTC](https://forums.developer.nvidia.com/t/jetson-nano-deepstream-sdk-for-face-recognition/157318/1 "2020-10-17T20:48:24Z")

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Hello experts,

I would like to check the face recognition demo performance mentioned as part of the Deepstream SDK. Pls assist the same.

![image](https://global.discourse-cdn.com/nvidia/original/3X/b/f/bfa5a7efa540d732579368e77d23b94a46f9b7a6.png)

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**Author:** ![Amycao](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/amycao/32/11342_2.png) [@Amycao](https://forums.developer.nvidia.com/u/Amycao)\
**Post date:** [October 19, 2020, 6:46am UTC](https://forums.developer.nvidia.com/t/jetson-nano-deepstream-sdk-for-face-recognition/157318/3 "2020-10-19T06:46:20Z")

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You can use trtexec to check model inference performance.

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**Author:** ![techguyz](https://developer.download.nvidia.com/images/forums/profile-default-devtalk-84.png) [@techguyz](https://forums.developer.nvidia.com/u/techguyz)\
**Post date:** [October 19, 2020, 5:54pm UTC](https://forums.developer.nvidia.com/t/jetson-nano-deepstream-sdk-for-face-recognition/157318/4 "2020-10-19T17:54:27Z")

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Hi @Amycao,

But not sure how to load the specific model given for FaceDetect-IR-ResNet18 . I have the RTSP stream where the face should be detected and labeled.

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**Author:** ![Amycao](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/amycao/32/11342_2.png) [@Amycao](https://forums.developer.nvidia.com/u/Amycao)\
**Post date:** [October 26, 2020, 6:56am UTC](https://forums.developer.nvidia.com/t/jetson-nano-deepstream-sdk-for-face-recognition/157318/5 "2020-10-26T06:56:07Z")

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trtexec --help to check how to use.

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<div class="post-metadata">

**Author:** ![techguyz](https://developer.download.nvidia.com/images/forums/profile-default-devtalk-84.png) [@techguyz](https://forums.developer.nvidia.com/u/techguyz)\
**Post date:** [October 26, 2020, 9:04am UTC](https://forums.developer.nvidia.com/t/jetson-nano-deepstream-sdk-for-face-recognition/157318/6 "2020-10-26T09:04:06Z")

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Hi @Amycao

Not able to find the command already installed.

![image](https://global.discourse-cdn.com/nvidia/original/3X/9/e/9ea9c101e831e2bc31a3dd67c22fae797253db88.png)

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<div class="post-metadata">

**Author:** ![Amycao](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/amycao/32/11342_2.png) [@Amycao](https://forums.developer.nvidia.com/u/Amycao)\
**Post date:** [October 27, 2020, 8:03am UTC](https://forums.developer.nvidia.com/t/jetson-nano-deepstream-sdk-for-face-recognition/157318/7 "2020-10-27T08:03:07Z")

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Can you provide below information?

**• Hardware Platform (Jetson / GPU)**  
**• DeepStream Version**  
**• JetPack Version (valid for Jetson only)**  
**• TensorRT Version**  
**• NVIDIA GPU Driver Version (valid for GPU only)**

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<div class="post-metadata">

**Author:** ![techguyz](https://developer.download.nvidia.com/images/forums/profile-default-devtalk-84.png) [@techguyz](https://forums.developer.nvidia.com/u/techguyz)\
**Post date:** [October 27, 2020, 5:38pm UTC](https://forums.developer.nvidia.com/t/jetson-nano-deepstream-sdk-for-face-recognition/157318/8 "2020-10-27T17:38:36Z")

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Hardware Platform : Jetson  
Deepstream Version : v5.0  
Jetpack Version: 4.4  
TensorRT Version: 6.x

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<div class="post-metadata">

**Author:** ![Amycao](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/amycao/32/11342_2.png) [@Amycao](https://forums.developer.nvidia.com/u/Amycao)\
**Post date:** [October 30, 2020, 5:58am UTC](https://forums.developer.nvidia.com/t/jetson-nano-deepstream-sdk-for-face-recognition/157318/9 "2020-10-30T05:58:05Z")

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Jetpack 4.4 should equip with TRT 7.\*  
If you do a full installation, TRT library and binary trtexec will be installed.

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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, 4:16pm UTC](https://forums.developer.nvidia.com/t/jetson-nano-deepstream-sdk-for-face-recognition/157318/11 "2021-10-12T16:16:09Z")

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Closed on October 12, 2021, 4:16pm UTC