After some searching, I realised I had omitted installing ECR when installing AWSTools. I had used these 2 commands:

Install-Module -Name AWS.Tools.Installer -Force
Install-AWSToolsModule AWS.Tools.EC2,AWS.Tools.S3 -CleanUp

So I installed it with:

Install-AWSToolsModule AWS.Tools.ECR