diff --git a/appveyor.yml b/appveyor.yml
index 14925f1a..d4e1d41b 100644
--- a/appveyor.yml
+++ b/appveyor.yml
@@ -1,13 +1,15 @@
 version: 5.10.0.{build}
 environment:
   matrix:
-  - CMAKE_GENERATOR: Visual Studio 14 2015
-  - CMAKE_GENERATOR: Visual Studio 12 2013
+  - APPVEYOR_BUILD_WORKER_IMAGE: Visual Studio 2017
+    CMAKE_GENERATOR: Visual Studio 15 2017
+  - APPVEYOR_BUILD_WORKER_IMAGE: Visual Studio 2015
+    CMAKE_GENERATOR: Visual Studio 14 2015
+  - APPVEYOR_BUILD_WORKER_IMAGE: Visual Studio 2013
+    CMAKE_GENERATOR: Visual Studio 12 2013
   - CMAKE_GENERATOR: Visual Studio 11 2012
   - CMAKE_GENERATOR: Visual Studio 10 2010
-#  - CMAKE_GENERATOR: MinGW Makefiles
-# Note: Disabled because of unexplicated error -1073741511
-# This used to work fine with GCC 4.8.2 then failed after they upgraded to GCC 4.9.3
+  - CMAKE_GENERATOR: MinGW Makefiles
 configuration: Debug
 before_build:
 - set PATH=C:\MinGW\bin;%PATH:C:\Program Files\Git\usr\bin;=% # Workaround for CMake not wanting sh.exe on PATH for MinGW