# Execute remotely on Jetson

**URL:** <https://forums.developer.nvidia.com/t/execute-remotely-on-jetson/119388>\
**Category:** Jetson Nano\
**Created:** [April 11, 2020, 7:37am UTC](https://forums.developer.nvidia.com/t/execute-remotely-on-jetson/119388 "2020-04-11T07:37:18Z")\
**Posts on this page:** 8\
**Page:** 1

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**Author:** ![Vicenc.Parisi](https://developer.download.nvidia.com/images/forums/profile-default-devtalk-84.png) [@Vicenc.Parisi](https://forums.developer.nvidia.com/u/Vicenc.Parisi)\
**Post date:** [April 11, 2020, 7:37am UTC](https://forums.developer.nvidia.com/t/execute-remotely-on-jetson/119388/1 "2020-04-11T07:37:18Z")

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Dear all,

I am very new in this field, so I decided to ask a possibly easy question, which I don’t know how to solve.

I would like to send an image to a Jetson Nano from my PC (Windows or Linux) to perform Some image processing and get the results (image file + txt file) back to the PC, using Python or C.

I would appreciate very much any advice on which is the best way to do it (in a programmatic way, using Python, C…)

The Jetson nano can be connected wirelessly (WiFi) or using Ethernet with cable to my home gateway, where My PC is also connected.

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**Author:** ![DaneLLL](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/danelll/32/14043_2.png) [@DaneLLL](https://forums.developer.nvidia.com/u/DaneLLL)\
**Post date:** [April 13, 2020, 7:45am UTC](https://forums.developer.nvidia.com/t/execute-remotely-on-jetson/119388/5 "2020-04-13T07:45:25Z")

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Hi,  
Please provide more information about _Some image processing_. Do you implement CUDA code? Or you need deep learning inference?

A quick way is to use gstreamer. You may check user guide first.  
[https://developer.nvidia.com/embedded/dlc/l4t-accelerated-gstreamer-guide-32-2](https://developer.nvidia.com/embedded/dlc/l4t-accelerated-gstreamer-guide-32-2)

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<div class="post-metadata">

**Author:** ![Vicenc.Parisi](https://developer.download.nvidia.com/images/forums/profile-default-devtalk-84.png) [@Vicenc.Parisi](https://forums.developer.nvidia.com/u/Vicenc.Parisi)\
**Post date:** [April 14, 2020, 9:59am UTC](https://forums.developer.nvidia.com/t/execute-remotely-on-jetson/119388/6 "2020-04-14T09:59:49Z")

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Dear DaneLL,

thank you very much for your reply.

I am developing a CNN using keras+tensorflow and I would like to use the Jetson Nano to do the inference.

- I will take a look at the gstreamer

Best regards,

```
  Vicenç Parisi

```

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<div class="post-metadata">

**Author:** ![DaneLLL](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/danelll/32/14043_2.png) [@DaneLLL](https://forums.developer.nvidia.com/u/DaneLLL)\
**Post date:** [April 14, 2020, 10:06am UTC](https://forums.developer.nvidia.com/t/execute-remotely-on-jetson/119388/7 "2020-04-14T10:06:22Z")

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Hi,  
We have DeepStream SDK for running deep learning inference. ResNet and YoloV2(V3) are demonstrated as samples. Please install through SDKManager and try.  
The latest is DS4.0.2.  
[https://forums.developer.nvidia.com/t/announcing-deepstream-sdk-4-0-2/109325](https://forums.developer.nvidia.com/t/announcing-deepstream-sdk-4-0-2/109325)

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<div class="post-metadata">

**Author:** ![Vicenc.Parisi](https://developer.download.nvidia.com/images/forums/profile-default-devtalk-84.png) [@Vicenc.Parisi](https://forums.developer.nvidia.com/u/Vicenc.Parisi)\
**Post date:** [April 14, 2020, 10:41am UTC](https://forums.developer.nvidia.com/t/execute-remotely-on-jetson/119388/8 "2020-04-14T10:41:58Z")

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Thank you again,

```
 I'll try it in a few days.

```

Vicenç Parisi

![](https://global.discourse-cdn.com/nvidia/original/3X/2/0/204ed39243449494fe53086a61c60823d7ba19d7.png "DaneLLL")  
[DaneLLL](https://forums.developer.nvidia.com/u/danelll) Jetson Partners  
April 14  
Hi,  
We have DeepStream SDK for running deep learning inference. ResNet and YoloV2(V3) are demonstrated as samples. Please install through SDKManager and try.  
The latest is DS4.0.2.

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<div class="post-metadata">

**Author:** ![Vicenc.Parisi](https://developer.download.nvidia.com/images/forums/profile-default-devtalk-84.png) [@Vicenc.Parisi](https://forums.developer.nvidia.com/u/Vicenc.Parisi)\
**Post date:** [April 24, 2020, 8:09am UTC](https://forums.developer.nvidia.com/t/execute-remotely-on-jetson/119388/10 "2020-04-24T08:09:34Z")

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Dear DaneLLL,

```
 thank you again for your help.

```

Do you know if there is any implementation of Retinanet on Jetson Nano?

Best regards,

Vicenç Parisi

![](https://global.discourse-cdn.com/nvidia/original/3X/2/0/204ed39243449494fe53086a61c60823d7ba19d7.png "DaneLLL")  
[DaneLLL](https://forums.developer.nvidia.com/u/danelll) Jetson Partners  
April 14  
Hi,  
We have DeepStream SDK for running deep learning inference. ResNet and YoloV2(V3) are demonstrated as samples. Please install through SDKManager and try.  
The latest is DS4.0.2.

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**Author:** ![AastaLLL](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/aastalll/32/14043_2.png) [@AastaLLL](https://forums.developer.nvidia.com/u/AastaLLL)\
**Post date:** [April 24, 2020, 8:34am UTC](https://forums.developer.nvidia.com/t/execute-remotely-on-jetson/119388/11 "2020-04-24T08:34:13Z")

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Hi,

We have a retinanet sample on our GitHub:

> **[GitHub - NVIDIA/retinanet-examples: Fast and accurate object detection with end-to-end...](https://github.com/NVIDIA/retinanet-examples)**
>
> Fast and accurate object detection with end-to-end GPU optimization

Thanks.

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<div class="post-metadata">

**Author:** ![nadeemm](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/nadeemm/32/367020_2.png) [@nadeemm](https://forums.developer.nvidia.com/u/nadeemm)\
**Post date:** [October 14, 2021, 10:01pm UTC](https://forums.developer.nvidia.com/t/execute-remotely-on-jetson/119388/12 "2021-10-14T22:01:55Z")

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