diff --git a/.Rbuildignore b/.Rbuildignore
new file mode 100644
index 0000000..665c9c0
--- /dev/null
+++ b/.Rbuildignore
@@ -0,0 +1,10 @@
+^misc$
+^\.vs$
+\.sln$
+\.Rproj$
+\.Rxproj$
+^\.Rproj\.user$
+.travis.yml
+CONTRIBUTING.md
+^LICENSE\.md$
+azure-pipelines.yml
diff --git a/.gitignore b/.gitignore
index 26fad6f..3192c1c 100644
--- a/.gitignore
+++ b/.gitignore
@@ -34,3 +34,5 @@ vignettes/*.pdf
 
 # Shiny token, see https://shiny.rstudio.com/articles/shinyapps.html
 rsconnect/
+
+misc/
diff --git a/DESCRIPTION b/DESCRIPTION
new file mode 100644
index 0000000..4fecb7f
--- /dev/null
+++ b/DESCRIPTION
@@ -0,0 +1,23 @@
+Package: AzureVision
+Title: Interface to Azure Computer Vision Service
+Version: 0.0.1
+Authors@R: c(
+    person("Hong", "Ooi", , "hongooi@microsoft.com", role = c("aut", "cre")),
+    person("Microsoft", role="cph")
+    )
+Description: An interface to the Azure Computer Vision service API.
+URL: https://github.com/Azure/AzureVision https://github.com/Azure/AzureR
+BugReports: https://github.com/Azure/AzureVision/issues
+License: MIT + file LICENSE
+Depends: 
+    R (>= 3.3)
+Imports:
+    AzureRMR,
+    httr (>= 1.3)
+Suggests:
+    AzureAuth,
+    jpeg,
+    png,
+    svglite
+Roxygen: list(markdown=TRUE)
+RoxygenNote: 6.1.1
diff --git a/LICENSE b/LICENSE
index 3d8b93b..23124c4 100644
--- a/LICENSE
+++ b/LICENSE
@@ -1,21 +1,2 @@
-    MIT License
-
-    Copyright (c) Microsoft Corporation.
-
-    Permission is hereby granted, free of charge, to any person obtaining a copy
-    of this software and associated documentation files (the "Software"), to deal
-    in the Software without restriction, including without limitation the rights
-    to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-    copies of the Software, and to permit persons to whom the Software is
-    furnished to do so, subject to the following conditions:
-
-    The above copyright notice and this permission notice shall be included in all
-    copies or substantial portions of the Software.
-
-    THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-    IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-    FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-    AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-    LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-    OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-    SOFTWARE
+YEAR: 2019
+COPYRIGHT HOLDER: Microsoft
diff --git a/LICENSE.md b/LICENSE.md
new file mode 100644
index 0000000..866fd8a
--- /dev/null
+++ b/LICENSE.md
@@ -0,0 +1,21 @@
+# MIT License
+
+Copyright (c) Microsoft Corporation.
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE
diff --git a/NAMESPACE b/NAMESPACE
new file mode 100644
index 0000000..ea40a46
--- /dev/null
+++ b/NAMESPACE
@@ -0,0 +1,3 @@
+# Generated by roxygen2: do not edit by hand
+
+import(AzureRMR)
diff --git a/R/AzureVision.R b/R/AzureVision.R
new file mode 100644
index 0000000..0555a97
--- /dev/null
+++ b/R/AzureVision.R
@@ -0,0 +1,41 @@
+#' @import AzureRMR
+NULL
+
+globalVariables(c("self", "private"))
+
+.onLoad <- function(libname, pkgname)
+{
+    add_methods()
+}
+
+
+add_methods <- function()
+{
+    az_resource_group$set("public", "create_vision_service", overwrite=TRUE,
+    function(name, location=self$location, sku="S1", ...)
+    {
+        az_resource$new(self$token, self$subscription, self$name,
+            type="Microsoft.CognitiveServices/accounts",
+            name=name,
+            location=location,
+            kind="ComputerVision",
+            sku=list(name=sku), ...)
+    })
+
+    az_resource_group$set("public", "get_vision_service", overwrite=TRUE,
+    function(name)
+    {
+        az_resource$new(self$token, self$subscription, self$name,
+            type="Microsoft.CognitiveServices/accounts",
+            name=name)
+    })
+
+    az_resource_group$set("public", "delete_vision_service", overwrite=TRUE,
+    function(name, confirm=TRUE, wait=FALSE)
+    {
+        az_resource$new(self$token, self$subscription, self$name,
+            type="Microsoft.CognitiveServices/accounts",
+            name=name,
+            deployed_properties=list(NULL))$delete(confirm=confirm, wait=wait)
+    })
+}
diff --git a/azure-pipelines.yml b/azure-pipelines.yml
new file mode 100644
index 0000000..7b7e1d1
--- /dev/null
+++ b/azure-pipelines.yml
@@ -0,0 +1,55 @@
+variables:
+- group: GH
+- name: R_LIBS_USER
+  value: '$(Agent.BuildDirectory)/R/library'
+
+pool:
+  vmImage: 'ubuntu-latest'
+
+container: $[variables['rockerImage']]
+
+steps:
+- bash: |
+    export CLOUDYR_REPO=$(echo $(Build.Repository.Name) | sed "s/Azure/cloudyr/")
+    git push --prune https://$(ghPat)@github.com/$CLOUDYR_REPO +refs/remotes/origin/*:refs/heads/* +refs/tags/*:refs/tags/*
+  displayName: 'Copy to Cloudyr'
+  condition: eq(variables['Build.SourceBranch'], 'refs/heads/master')
+
+- bash: |
+    echo "options(repos = '$(cranRepo)')" > ~/.Rprofile
+    echo ".libPaths(c('$R_LIBS_USER', .libPaths()))" >> ~/.Rprofile
+    mkdir -p $R_LIBS_USER
+  displayName: 'Setup R library directory'
+
+- task: CacheBeta@0
+  inputs:
+    key: ./DESCRIPTION | "$(rockerImage)" | "$(cranRepo)"
+    path: $(R_LIBS_USER)
+  displayName: 'Caching packages'
+
+- bash: |
+    Rscript -e "pkgs <- c('remotes', 'rcmdcheck', 'drat'); if(length(find.package(pkgs, quiet=TRUE)) != length(pkgs)) install.packages(pkgs)"
+    Rscript -e "remotes::install_deps(dependencies=TRUE)"
+  displayName: 'Installing package dependencies'
+
+- bash: |
+    Rscript -e "f <- pkgbuild::build(dest_path='$(Build.ArtifactStagingDirectory)'); rcmdcheck::rcmdcheck(f, args='--no-manual', error_on='warning', check_dir='check')"
+  displayName: 'Checking package'
+
+- bash: |
+    export PKGBUILD_GZ=$(ls $(Build.ArtifactStagingDirectory)/*.gz)
+    mkdir drat
+    cd drat
+    git init
+    git config user.email "dummy@example.com"
+    git config user.name "Azure Pipelines"
+    git remote add upstream "https://$(ghPat)@github.com/cloudyr/cloudyr.github.io.git"
+    git fetch upstream
+    git checkout master
+    Rscript -e "drat::insertPackage('$PKGBUILD_GZ', repodir='./drat')"
+    git add --all
+    git commit -m "add $PKGBUILD_GZ (build $(Build.BuildId))"
+    git push
+  displayName: 'Update Cloudyr drat'
+  condition: and(succeeded(), eq(variables['Build.SourceBranch'], 'refs/heads/master'))
+  
\ No newline at end of file