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Does docker automated build support Windows containers?

Getting error below when trying to build from official microsoft images

Building in Docker Cloud’s infrastructure…
Cloning into ‘.’…

KernelVersion: 4.4.0-51-generic
Os: linux
BuildTime: 2016-10-27T17:57:25.523154709+00:00
ApiVersion: 1.24
Version: 1.12.3-cs3
GitCommit: 781bb16
Arch: amd64
GoVersion: go1.6.3
Starting build of index.docker.io/artisticcheese/artisticcheesecontainer:latest
Step 1 : FROM microsoft/iis

unknown blob