diff --git a/builder/openstack/image_config.go b/builder/openstack/image_config.go
index 124449eab..b52ad2c67 100644
--- a/builder/openstack/image_config.go
+++ b/builder/openstack/image_config.go
@@ -8,7 +8,8 @@ import (
 
 // ImageConfig is for common configuration related to creating Images.
 type ImageConfig struct {
-	ImageName string `mapstructure:"image_name"`
+	ImageName     string            `mapstructure:"image_name"`
+	ImageMetadata map[string]string `mapstructure:"metadata"`
 }
 
 func (c *ImageConfig) Prepare(ctx *interpolate.Context) []error {
diff --git a/builder/openstack/step_create_image.go b/builder/openstack/step_create_image.go
index b777e8b0b..9b6ac0cd8 100644
--- a/builder/openstack/step_create_image.go
+++ b/builder/openstack/step_create_image.go
@@ -30,7 +30,8 @@ func (s *stepCreateImage) Run(state multistep.StateBag) multistep.StepAction {
 	// Create the image
 	ui.Say(fmt.Sprintf("Creating the image: %s", config.ImageName))
 	imageId, err := servers.CreateImage(client, server.ID, servers.CreateImageOpts{
-		Name: config.ImageName,
+		Name:     config.ImageName,
+		Metadata: config.ImageMetadata,
 	}).ExtractImageID()
 	if err != nil {
 		err := fmt.Errorf("Error creating image: %s", err)
diff --git a/website/source/docs/builders/openstack.html.markdown b/website/source/docs/builders/openstack.html.markdown
index fec1a85a6..b61e503be 100644
--- a/website/source/docs/builders/openstack.html.markdown
+++ b/website/source/docs/builders/openstack.html.markdown
@@ -96,6 +96,8 @@ can be configured for this builder.
 * `rackconnect_wait` (boolean) - For rackspace, whether or not to wait for
   Rackconnect to assign the machine an IP address before connecting via SSH.
   Defaults to false.
+* `metadata` (object of key/value strings) - Glance metadata that will be applied
+  to the image.
 
 ## Basic Example: Rackspace public cloud