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Showing content from https://docs.aws.amazon.com/powershell/latest/userguide/pstools-ec2-get-amis.html below:

Find an Amazon Machine Image Using Windows PowerShell

When you launch an Amazon EC2 instance, you specify an Amazon Machine Image (AMI) to serve as a template for the instance. However, the IDs for the AWS Windows AMIs change frequently because AWS provides new AMIs with the latest updates and security enhancements. You can use the Get-EC2Image cmdlet to find the current Windows AMIs and get their IDs.

The Get-EC2Image cmdlet retrieves a list of AMIs that you can use.

Use the -Owner parameter with the array value amazon, self so that Get-EC2Image retrieves only AMIs that belong to Amazon or to you. In this context, you refers to the user whose credentials you used to invoke the cmdlet.

PS > Get-EC2Image -Owner amazon, self

You can scope the results using the -Filter parameter. To specify the filter, create an object of type Amazon.EC2.Model.Filter. For example, use the following filter to display only Windows AMIs.

$platform_values = New-Object 'collections.generic.list[string]'
$platform_values.add("windows")
$filter_platform = New-Object Amazon.EC2.Model.Filter -Property @{Name = "platform"; Values = $platform_values}
Get-EC2Image -Owner amazon, self -Filter $filter_platform

The following is an example of one of the AMIs returned by the cmdlet; the actual output of the previous command provides information for many AMIs.

Architecture        : x86_64
BlockDeviceMappings : {/dev/sda1, xvdca, xvdcb, xvdcc…}
CreationDate        : 2019-06-12T10:41:31.000Z
Description         : Microsoft Windows Server 2019 Full Locale English with SQL Web 2017 AMI provided by Amazon
EnaSupport          : True
Hypervisor          : xen
ImageId             : ami-000226b77608d973b
ImageLocation       : amazon/Windows_Server-2019-English-Full-SQL_2017_Web-2019.06.12
ImageOwnerAlias     : amazon
ImageType           : machine
KernelId            : 
Name                : Windows_Server-2019-English-Full-SQL_2017_Web-2019.06.12
OwnerId             : 801119661308
Platform            : Windows
ProductCodes        : {}
Public              : True
RamdiskId           : 
RootDeviceName      : /dev/sda1
RootDeviceType      : ebs
SriovNetSupport     : simple
State               : available
StateReason         : 
Tags                : {}
VirtualizationType  : hvm

Version 4 of the AWS Tools for PowerShell provided the Get-EC2ImageByName cmdlet to filter the list of AMIs by name patterns. For version 5 of the tools, use the Get-SSMLatestEC2Image cmdlet instead.

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