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update version number in image classification tutorial
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ys2843 committed Sep 20, 2020
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# Image Classication using pretrained ResNet-50 model on Jetson module

This tutorial shows how to install MXNet v1.6 with Jetson support and use it to deploy a pre-trained MXNet model for image classification on a Jetson module.
This tutorial shows how to install MXNet v1.x with Jetson support and use it to deploy a pre-trained MXNet model for image classification on a Jetson module.

## What's in this tutorial?

This tutorial shows how to:

1. Install MXNet v1.6 along with its dependencies on a Jetson module (This tutorial has been tested on Jetson Xavier AGX and Jetson Nano modules)
1. Install MXNet v1.x along with its dependencies on a Jetson module (This tutorial has been tested on Jetson Xavier AGX and Jetson Nano modules)

2. Deploy a pre-trained MXNet model for image classifcation on the module

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* [Swapfile](https://help.ubuntu.com/community/SwapFaq) installed, especially on Jetson Nano for additional memory (increase memory if the inference script terminates with a `Killed` message)

## Installing MXNet v1.6 with Jetson support
## Installing MXNet v1.x with Jetson support

To install MXNet with Jetson support, you can follow the [installation guide](https://mxnet.apache.org/get_started/jetson_setup) on MXNet official website.

Alternatively, you can also directly install MXNet v1.6 wheel with Jetson support, hosted on a public s3 bucket. Here are the steps to install this wheel:
Alternatively, you can also directly install MXNet v1.x wheel with Jetson support, hosted on a public s3 bucket. Here are the steps to install this wheel:

*WARNING: this MXNet wheel is provided for your convenience but it contains packages that are not provided nor endorsed by the Apache Software Foundation.
As such, they might contain software components with more restrictive licenses than the Apache License and you'll need to decide whether they are appropriate for your usage. Like all Apache Releases, the
Expand All @@ -58,7 +58,7 @@ sudo apt-get install -y git build-essential libopenblas-dev libopencv-dev python
sudo pip3 install -U pip
```

Then we download and install MXNet v1.6 wheel with Jetson support
Then we download and install MXNet v1.x wheel with Jetson support
```bash
wget https://mxnet-public.s3.us-east-2.amazonaws.com/install/jetson/1.6.0/mxnet_cu102-1.6.0-py2.py3-none-linux_aarch64.whl
sudo pip3 install mxnet_cu102-1.6.0-py2.py3-none-linux_aarch64.whl
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