diff --git a/includes/class-displayfeaturedimagegenesis-common.php b/includes/class-displayfeaturedimagegenesis-common.php
index 7402a0c..d44e9d8 100644
--- a/includes/class-displayfeaturedimagegenesis-common.php
+++ b/includes/class-displayfeaturedimagegenesis-common.php
@@ -47,8 +47,6 @@ class Display_Featured_Image_Genesis_Common {
 
 		$item = new stdClass();
 
-		$item->backstretch = '';
-
 		add_filter( 'jetpack_photon_override_image_downsize', '__return_true' ); // turn Photon off so we can get the correct image
 
 		$image_id          = self::set_image_id();
@@ -395,14 +393,7 @@ class Display_Featured_Image_Genesis_Common {
 	 * @since 2.5.0
 	 */
 	public static function image_size() {
-		$setting         = displayfeaturedimagegenesis_get_setting();
-		$registered_size = self::banner_image_size();
-		$image_size      = 'large' !== $setting['image_size'] ? $registered_size : $setting['image_size'];
-		$post_id         = self::get_post_id();
-		$post_meta       = get_post_meta( $post_id, '_displayfeaturedimagegenesis_disable', true );
-		if ( $post_meta && ! is_numeric( $post_meta ) ) {
-			return $post_meta;
-		}
+		$setting = displayfeaturedimagegenesis_get_setting();
 		/**
 		 * Creates display_featured_image_genesis_use_large_image filter to check
 		 * whether get_post_type array should use large image instead of backstretch.
@@ -411,20 +402,16 @@ class Display_Featured_Image_Genesis_Common {
 		if ( self::is_in_array( 'use_large_image' ) || self::use_large_image_singular( $setting ) ) {
 			return 'large';
 		}
+		$image_size = $setting['image_size'];
+		$post_id    = self::get_post_id();
+		$post_meta  = get_post_meta( $post_id, '_displayfeaturedimagegenesis_disable', true );
+		if ( $post_meta && ! is_numeric( $post_meta ) ) {
+			return 'displayfeaturedimage_backstretch' === $post_meta ? '2048x2048' : $post_meta;
+		}
 
 		return apply_filters( 'displayfeaturedimagegenesis_image_size', $image_size );
 	}
 
-	/**
-	 * If the new WordPress image sizes have been registered, use them instead of the old one.
-	 *
-	 * @return string
-	 * @since 3.2.0
-	 */
-	public static function banner_image_size() {
-		return has_image_size( '2048x2048' ) ? '2048x2048' : 'displayfeaturedimage_backstretch';
-	}
-
 	/**
 	 * Determine if a singular post/page should use a large image instead of backstretch.
 	 *
diff --git a/includes/helper-functions.php b/includes/helper-functions.php
index 5270978..5f359b4 100644
--- a/includes/helper-functions.php
+++ b/includes/helper-functions.php
@@ -68,11 +68,8 @@ function display_featured_image_genesis_get_term_image_id( $image_id = '' ) {
  *
  * @since  2.1.0
  */
-function display_featured_image_genesis_get_term_image_url( $size = '' ) {
+function display_featured_image_genesis_get_term_image_url( $size = '2048x2048' ) {
 
-	if ( ! $size ) {
-		$size = displayfeaturedimagegenesis_get()->banner_image_size();
-	}
 	$image_id  = display_featured_image_genesis_get_term_image_id();
 	$image_url = wp_get_attachment_image_src( $image_id, $size );
 
@@ -102,11 +99,8 @@ function display_featured_image_genesis_get_default_image_id( $image_id = '' ) {
  *
  * @since  2.1.0
  */
-function display_featured_image_genesis_get_default_image_url( $size = '' ) {
+function display_featured_image_genesis_get_default_image_url( $size = '2048x2048' ) {
 
-	if ( ! $size ) {
-		$size = displayfeaturedimagegenesis_get()->banner_image_size();
-	}
 	$image_id  = display_featured_image_genesis_get_default_image_id();
 	$image_url = wp_get_attachment_image_src( $image_id, $size );
 
@@ -153,11 +147,8 @@ function display_featured_image_genesis_get_cpt_image_id( $image_id = '' ) {
  *
  * @since  2.1.0
  */
-function display_featured_image_genesis_get_cpt_image_url( $size = '' ) {
+function display_featured_image_genesis_get_cpt_image_url( $size = '2048x2048' ) {
 
-	if ( ! $size ) {
-		$size = displayfeaturedimagegenesis_get()->banner_image_size();
-	}
 	$image_id  = display_featured_image_genesis_get_cpt_image_id();
 	$image_url = wp_get_attachment_image_src( $image_id, $size );
 
diff --git a/includes/meta/class-displayfeaturedimagegenesis-postmeta.php b/includes/meta/class-displayfeaturedimagegenesis-postmeta.php
index 3bea9ca..800cf58 100644
--- a/includes/meta/class-displayfeaturedimagegenesis-postmeta.php
+++ b/includes/meta/class-displayfeaturedimagegenesis-postmeta.php
@@ -131,8 +131,8 @@ class Display_Featured_Image_Genesis_Post_Meta {
 		$image_sizes = apply_filters(
 			'displayfeaturedimagegenesis_image_size_choices',
 			array(
-				'banner' => __( 'Use a banner image if it exists', 'display-featured-image-genesis' ),
-				'large'  => __( 'Use a large (not banner) image', 'display-featured-image-genesis' ),
+				'2048x2048' => __( 'Use a banner image if it exists', 'display-featured-image-genesis' ),
+				'large'     => __( 'Use a large (not banner) image', 'display-featured-image-genesis' ),
 			)
 		);
 
@@ -173,7 +173,10 @@ class Display_Featured_Image_Genesis_Post_Meta {
 	 * @return string
 	 */
 	protected function do_select( $args, $post_id ) {
-		$value  = get_post_meta( $post_id, $args['setting'], true );
+		$value = get_post_meta( $post_id, $args['setting'], true );
+		if ( 'displayfeaturedimage_backstretch' === $value ) {
+			$value = '2048x2048';
+		}
 		$output = sprintf(
 			'<p>%1$s<select id="%2$s" name="%2$s">',
 			esc_attr( $args['label'] ),
diff --git a/includes/output/class-displayfeaturedimagegenesis-output.php b/includes/output/class-displayfeaturedimagegenesis-output.php
index e794a6e..1e0605c 100644
--- a/includes/output/class-displayfeaturedimagegenesis-output.php
+++ b/includes/output/class-displayfeaturedimagegenesis-output.php
@@ -172,7 +172,7 @@ class Display_Featured_Image_Genesis_Output {
 		$image_id = displayfeaturedimagegenesis_get()->set_image_id();
 		return wp_get_attachment_image(
 			$image_id,
-			displayfeaturedimagegenesis_get()->banner_image_size(),
+			'2048x2048',
 			false,
 			array(
 				'alt'         => $this->get_image_alt_text( $image_id ),
diff --git a/includes/settings/class-displayfeaturedimagegenesis-getsetting.php b/includes/settings/class-displayfeaturedimagegenesis-getsetting.php
index 155510e..963dbe9 100644
--- a/includes/settings/class-displayfeaturedimagegenesis-getsetting.php
+++ b/includes/settings/class-displayfeaturedimagegenesis-getsetting.php
@@ -44,7 +44,7 @@ class DisplayFeaturedImageGenesisGetSetting {
 				'large_hook'           => 'genesis_before_loop',
 				'large_priority'       => 12,
 				'large'                => array(),
-				'image_size'           => 'banner',
+				'image_size'           => '2048x2048',
 				'scriptless'           => 0,
 			)
 		);
diff --git a/includes/settings/fields-main.php b/includes/settings/fields-main.php
index 6b5e78c..b171112 100644
--- a/includes/settings/fields-main.php
+++ b/includes/settings/fields-main.php
@@ -28,8 +28,8 @@ return array(
 		'choices' => apply_filters(
 			'displayfeaturedimagegenesis_image_size_choices',
 			array(
-				'banner' => __( 'Banner (default)', 'display-featured-image-genesis' ),
-				'large'  => __( 'Large', 'display-featured-image-genesis' ),
+				'2048x2048' => __( 'Banner (default)', 'display-featured-image-genesis' ),
+				'large'     => __( 'Large', 'display-featured-image-genesis' ),
 			)
 		),
 		'type'    => 'select',