diff --git a/mediapipe/tasks/ios/vision/interactive_segmenter/BUILD b/mediapipe/tasks/ios/vision/interactive_segmenter/BUILD
index f3cd98833..9e435485d 100644
--- a/mediapipe/tasks/ios/vision/interactive_segmenter/BUILD
+++ b/mediapipe/tasks/ios/vision/interactive_segmenter/BUILD
@@ -24,3 +24,15 @@ objc_library(
         "//mediapipe/tasks/ios/core:MPPTaskOptions",
     ],
 )
+
+objc_library(
+    name = "MPPInteractiveSegmenter",
+    hdrs = ["sources/MPPInteractiveSegmenter.h"],
+    module_name = "MPPInteractiveSegmenter",
+    deps = [
+        ":MPPInteractiveSegmenterOptions",
+        "//mediapipe/tasks/ios/vision/components/containers:MPPRegionOfInterest",
+        "//mediapipe/tasks/ios/vision/core:MPPImage",
+        "//mediapipe/tasks/ios/vision/image_segmenter:MPPImageSegmenterResult",
+    ],
+)
diff --git a/mediapipe/tasks/ios/vision/interactive_segmenter/sources/MPPInteractiveSegmenter.h b/mediapipe/tasks/ios/vision/interactive_segmenter/sources/MPPInteractiveSegmenter.h
new file mode 100644
index 000000000..214deaec0
--- /dev/null
+++ b/mediapipe/tasks/ios/vision/interactive_segmenter/sources/MPPInteractiveSegmenter.h
@@ -0,0 +1,138 @@
+// Copyright 2023 The MediaPipe Authors.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//      http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+#import <Foundation/Foundation.h>
+
+#import "mediapipe/tasks/ios/components/containers/sources/MPPRegionOfInterest.h"
+#import "mediapipe/tasks/ios/vision/core/sources/MPPImage.h"
+#import "mediapipe/tasks/ios/vision/image_segmenter/sources/MPPImageSegmenterResult.h"
+#import "mediapipe/tasks/ios/vision/interactive_segmenter/sources/MPPInteractiveSegmenterOptions.h"
+
+NS_ASSUME_NONNULL_BEGIN
+
+/**
+ * @brief Class that performs interactive segmentation on images.
+ *
+ * Users can represent user interaction through `RegionOfInterest`, which gives a hint to
+ * `InteractiveSegmenter` to perform segmentation focusing on the given region of interest.
+ *
+ * The API expects a TFLite model with mandatory TFLite Model Metadata.
+ *
+ * Input tensor:
+ *  (kTfLiteUInt8/kTfLiteFloat32)
+ *  - image input of size `[batch x height x width x channels]`.
+ *  - batch inference is not supported (`batch` is required to be 1).
+ *  - RGB and greyscale inputs are supported (`channels` is required to be
+ *  1 or 3).
+ *  - if type is kTfLiteFloat32, NormalizationOptions are required to be attached to the metadata
+ * for input normalization. Output tensors: (kTfLiteUInt8/kTfLiteFloat32)
+ *  - list of segmented masks.
+ *  - if `output_type` is CATEGORY_MASK, uint8 Image, Image vector of size 1.
+ *  - if `output_type` is CONFIDENCE_MASK, float32 Image list of size `channels`.
+ *  - batch is always 1.
+ *
+ * An example of such model can be found at:
+ * https://tfhub.dev/tensorflow/lite-model/deeplabv3/1/metadata/2
+ */
+NS_SWIFT_NAME(InteractiveSegmenter)
+@interface MPPInteractiveSegmenter : NSObject
+
+/**
+ * Get the category label list of the `InteractiveSegmenter` can recognize. For CATEGORY_MASK type,
+ * the index in the category mask corresponds to the category in the label list. For CONFIDENCE_MASK
+ * type, the output mask list at index corresponds to the category in the label list. If there is no
+ * labelmap provided in the model file, empty array is returned.
+ */
+@property(nonatomic, readonly) NSArray<NSString *> *labels;
+
+/**
+ * Creates a new instance of `InteractiveSegmenter` from an absolute path to a TensorFlow Lite model
+ * file stored locally on the device and the default `InteractiveSegmenterOptions`.
+ *
+ * @param modelPath An absolute path to a TensorFlow Lite model file stored locally on the device.
+ *
+ * @return A new instance of `InteractiveSegmenter` with the given model path. `nil` if there is an
+ * error in initializing the interactive segmenter.
+ */
+- (nullable instancetype)initWithModelPath:(NSString *)modelPath error:(NSError **)error;
+
+/**
+ * Creates a new instance of `InteractiveSegmenter` from the given `InteractiveSegmenterOptions`.
+ *
+ * @param options The options of type `InteractiveSegmenterOptions` to use for configuring the
+ * `InteractiveSegmenter`.
+ *
+ * @return A new instance of `InteractiveSegmenter` with the given options. `nil` if there is an
+ * error in initializing the interactive segmenter.
+ */
+- (nullable instancetype)initWithOptions:(MPPInteractiveSegmenterOptions *)options
+                                   error:(NSError **)error NS_DESIGNATED_INITIALIZER;
+
+/**
+ * Performs segmentation on the provided MPPImage using the specified user's region of interest.
+ * Rotation will be applied according to the `orientation` property of the provided `MPImage`. Only
+ * use this method when the `InteractiveSegmenter` is created with running mode, `image`.
+ *
+ * This method supports RGBA images. If your `MPImage` has a source type of `pixelBuffer` or
+ * `sampleBuffer`, the underlying pixel buffer must have one of the following pixel format types:
+ * 1. kCVPixelFormatType_32BGRA
+ * 2. kCVPixelFormatType_32RGBA
+ *
+ * If your `MPImage` has a source type of `.image` ensure that the color space is RGB with an Alpha
+ * channel.
+ *
+ * @param image The `MPImage` on which segmentation is to be performed.
+ *
+ * @return An `ImageSegmenterResult` that contains the segmented masks.
+ */
+- (nullable MPPImageSegmenterResult *)segmentImage:(MPPImage *)image
+                                  regionOfInterest:(MPPRegionOfInterest *)regionOfInterest
+                                             error:(NSError **)error
+    NS_SWIFT_NAME(segment(image:regionOfInterest:));
+
+/**
+ * Performs segmentation on the provided MPPImage using the specified user's region of interest and
+ * invokes the given completion handler block with the response. The method returns synchronously
+ * once the completion handler returns.
+ *
+ * Rotation will be applied according to the `orientation` property of the provided `MPImage`. Only
+ * use this method when the `InteractiveSegmenter` is created with running mode, `image`.
+ *
+ * This method supports RGBA images. If your `MPImage` has a source type of `pixelBuffer` or
+ * `sampleBuffer`, the underlying pixel buffer must have one of the following pixel format types:
+ * 1. kCVPixelFormatType_32BGRA
+ * 2. kCVPixelFormatType_32RGBA
+ *
+ * If your `MPImage` has a source type of `image` ensure that the color space is RGB with an Alpha
+ * channel.
+ *
+ * @param image The `MPImage` on which segmentation is to be performed.
+ * @param completionHandler A block to be invoked with the results of performing segmentation on the
+ * image. The block takes two arguments, the optional `ImageSegmenterResult` that contains the
+ * segmented masks if the segmentation was successful and an optional error populated upon failure.
+ * The lifetime of the returned masks is only guaranteed for the duration of the block.
+ */
+- (void)segmentImage:(MPPImage *)image
+         regionOfInterest:(MPPRegionOfInterest *)regionOfInterest
+    withCompletionHandler:(void (^)(MPPImageSegmenterResult *_Nullable result,
+                                    NSError *_Nullable error))completionHandler
+    NS_SWIFT_NAME(segment(image:regionOfInterest:completion:));
+
+- (instancetype)init NS_UNAVAILABLE;
+
++ (instancetype)new NS_UNAVAILABLE;
+
+@end
+
+NS_ASSUME_NONNULL_END