diff --git a/Tests/LibWeb/Text/expected/HTML/ImageData-create-with-size.txt b/Tests/LibWeb/Text/expected/HTML/ImageData-create-with-size.txt
new file mode 100644
index 00000000000..3b5dee6bfdd
--- /dev/null
+++ b/Tests/LibWeb/Text/expected/HTML/ImageData-create-with-size.txt
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
+40000
diff --git a/Tests/LibWeb/Text/input/HTML/ImageData-create-with-size.html b/Tests/LibWeb/Text/input/HTML/ImageData-create-with-size.html
new file mode 100644
index 00000000000..647c69bb576
--- /dev/null
+++ b/Tests/LibWeb/Text/input/HTML/ImageData-create-with-size.html
@@ -0,0 +1,9 @@
+<!DOCTYPE html>
+<script src="../include.js"></script>
+<script>
+    test(() => {
+        let imageData = new ImageData(100, 100);
+        println(imageData.data);
+        println(imageData.data.length);
+    });
+</script>
diff --git a/Userland/Libraries/LibWeb/HTML/ImageData.cpp b/Userland/Libraries/LibWeb/HTML/ImageData.cpp
index 648de71a04a..4284e15809e 100644
--- a/Userland/Libraries/LibWeb/HTML/ImageData.cpp
+++ b/Userland/Libraries/LibWeb/HTML/ImageData.cpp
@@ -1,5 +1,6 @@
 /*
  * Copyright (c) 2020-2022, Andreas Kling <kling@serenityos.org>
+ * Copyright (c) 2024, Kenneth Myhra <kennethmyhra@serenityos.org>
  *
  * SPDX-License-Identifier: BSD-2-Clause
  */
@@ -8,14 +9,36 @@
 #include <LibJS/Runtime/TypedArray.h>
 #include <LibWeb/Bindings/Intrinsics.h>
 #include <LibWeb/HTML/ImageData.h>
+#include <LibWeb/WebIDL/DOMException.h>
+#include <LibWeb/WebIDL/ExceptionOr.h>
 
 namespace Web::HTML {
 
 JS_DEFINE_ALLOCATOR(ImageData);
 
+WebIDL::ExceptionOr<JS::NonnullGCPtr<ImageData>> ImageData::create(JS::Realm& realm, u32 sw, u32 sh, Optional<ImageDataSettings> const&)
+{
+    auto& vm = realm.vm();
+
+    // 1. If one or both of sw and sh are zero, then throw an "IndexSizeError" DOMException.
+    if (sw == 0 || sh == 0)
+        return WebIDL::IndexSizeError::create(realm, "The source width and height must be greater than zero."_fly_string);
+
+    // 2. Initialize this given sw, sh, and settings set to settings.
+    // 3. Initialize the image data of this to transparent black.
+    auto data = TRY(JS::Uint8ClampedArray::create(realm, sw * sh * 4));
+    auto bitmap = TRY_OR_THROW_OOM(vm, Gfx::Bitmap::create_wrapper(Gfx::BitmapFormat::RGBA8888, Gfx::IntSize(sw, sw), 1, sw * sizeof(u32), data->data().data()));
+
+    return realm.heap().allocate<ImageData>(realm, realm, bitmap, data);
+}
+
+WebIDL::ExceptionOr<JS::NonnullGCPtr<ImageData>> ImageData::construct_impl(JS::Realm& realm, u32 sw, u32 sh, Optional<ImageDataSettings> const& settings)
+{
+    return ImageData::create(realm, sw, sh, settings);
+}
+
 JS::GCPtr<ImageData> ImageData::create_with_size(JS::Realm& realm, int width, int height)
 {
-
     if (width <= 0 || height <= 0)
         return nullptr;
 
diff --git a/Userland/Libraries/LibWeb/HTML/ImageData.h b/Userland/Libraries/LibWeb/HTML/ImageData.h
index 6fb38378986..95df82f88be 100644
--- a/Userland/Libraries/LibWeb/HTML/ImageData.h
+++ b/Userland/Libraries/LibWeb/HTML/ImageData.h
@@ -1,5 +1,6 @@
 /*
  * Copyright (c) 2020-2022, Andreas Kling <kling@serenityos.org>
+ * Copyright (c) 2024, Kenneth Myhra <kennethmyhra@serenityos.org>
  *
  * SPDX-License-Identifier: BSD-2-Clause
  */
@@ -7,15 +8,23 @@
 #pragma once
 
 #include <LibGfx/Forward.h>
+#include <LibWeb/Bindings/ImageDataPrototype.h>
 #include <LibWeb/Bindings/PlatformObject.h>
 
 namespace Web::HTML {
 
+struct ImageDataSettings {
+    Bindings::PredefinedColorSpace color_space;
+};
+
 class ImageData final : public Bindings::PlatformObject {
     WEB_PLATFORM_OBJECT(ImageData, Bindings::PlatformObject);
     JS_DECLARE_ALLOCATOR(ImageData);
 
 public:
+    [[nodiscard]] static WebIDL::ExceptionOr<JS::NonnullGCPtr<ImageData>> create(JS::Realm&, u32 sw, u32 sh, Optional<ImageDataSettings> const& settings = {});
+    [[nodiscard]] static WebIDL::ExceptionOr<JS::NonnullGCPtr<ImageData>> construct_impl(JS::Realm&, u32 sw, u32 sh, Optional<ImageDataSettings> const& settings = {});
+
     static JS::GCPtr<ImageData> create_with_size(JS::Realm&, int width, int height);
 
     virtual ~ImageData() override;
diff --git a/Userland/Libraries/LibWeb/HTML/ImageData.idl b/Userland/Libraries/LibWeb/HTML/ImageData.idl
index cdb444b554b..7b1d90e636a 100644
--- a/Userland/Libraries/LibWeb/HTML/ImageData.idl
+++ b/Userland/Libraries/LibWeb/HTML/ImageData.idl
@@ -1,7 +1,14 @@
 // https://html.spec.whatwg.org/multipage/canvas.html#imagedata
+
+enum PredefinedColorSpace { "srgb", "display-p3" };
+
+dictionary ImageDataSettings {
+  PredefinedColorSpace colorSpace;
+};
+
 [Exposed=(Window,Worker), Serializable]
 interface ImageData {
-
+    constructor(unsigned long sw, unsigned long sh, optional ImageDataSettings settings = {});
     readonly attribute unsigned long width;
     readonly attribute unsigned long height;
     readonly attribute Uint8ClampedArray data;