diff --git a/cli/command/image/remove.go b/cli/command/image/remove.go
index 91bf2f8786..0a4bef3caf 100644
--- a/cli/command/image/remove.go
+++ b/cli/command/image/remove.go
@@ -56,9 +56,12 @@ func runRemove(dockerCli command.Cli, opts removeOptions, images []string) error
 	}
 
 	var errs []string
-	for _, image := range images {
-		dels, err := client.ImageRemove(ctx, image, options)
+	for _, img := range images {
+		dels, err := client.ImageRemove(ctx, img, options)
 		if err != nil {
+			if opts.force {
+				fmt.Fprintf(dockerCli.Out(), "NotFound: %s\n", img)
+			}
 			errs = append(errs, err.Error())
 		} else {
 			for _, del := range dels {
@@ -71,7 +74,7 @@ func runRemove(dockerCli command.Cli, opts removeOptions, images []string) error
 		}
 	}
 
-	if len(errs) > 0 {
+	if !opts.force && len(errs) > 0 {
 		return errors.Errorf("%s", strings.Join(errs, "\n"))
 	}
 	return nil
diff --git a/cli/command/image/remove_test.go b/cli/command/image/remove_test.go
index 0915729b20..ff671285ee 100644
--- a/cli/command/image/remove_test.go
+++ b/cli/command/image/remove_test.go
@@ -67,6 +67,14 @@ func TestNewRemoveCommandSuccess(t *testing.T) {
 				return []types.ImageDeleteResponseItem{{Deleted: image}}, nil
 			},
 		},
+		{
+			name: "Image Deleted with force option",
+			args: []string{"-f", "image1"},
+			imageRemoveFunc: func(image string, options types.ImageRemoveOptions) ([]types.ImageDeleteResponseItem, error) {
+				assert.Equal(t, "image1", image)
+				return []types.ImageDeleteResponseItem{}, errors.Errorf("error removing image")
+			},
+		},
 		{
 			name: "Image Untagged",
 			args: []string{"image1"},
diff --git a/cli/command/image/testdata/remove-command-success.Image Deleted with force option.golden b/cli/command/image/testdata/remove-command-success.Image Deleted with force option.golden
new file mode 100644
index 0000000000..f965906f58
--- /dev/null
+++ b/cli/command/image/testdata/remove-command-success.Image Deleted with force option.golden	
@@ -0,0 +1,2 @@
+NotFound:image1
+NotFound:image1
\ No newline at end of file