diff --git a/model_api/cpp/models/include/models/associative_embedding_decoder.h b/model_api/cpp/models/include/models/associative_embedding_decoder.h
deleted file mode 100644
index 8cd9c072..00000000
--- a/model_api/cpp/models/include/models/associative_embedding_decoder.h
+++ /dev/null
@@ -1,94 +0,0 @@
-/*
-// Copyright (C) 2021-2024 Intel Corporation
-//
-// 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.
-*/
-
-#pragma once
-#include <stddef.h>
-
-#include <memory>
-#include <vector>
-
-#include <opencv2/core.hpp>
-
-struct Peak {
-    explicit Peak(const cv::Point2f& keypoint = cv::Point2f(-1, -1), const float score = 0.0f, const float tag = 0.0f)
-        : keypoint(keypoint),
-          score(score),
-          tag(tag) {}
-
-    cv::Point2f keypoint;
-    float score;
-    float tag;
-};
-
-class Pose {
-public:
-    explicit Pose(size_t numJoints) : peaks(numJoints) {}
-
-    void add(size_t index, Peak peak) {
-        peaks[index] = peak;
-        sum += peak.score;
-        poseTag = poseTag * static_cast<float>(validPointsNum) + peak.tag;
-        poseCenter = poseCenter * static_cast<float>(validPointsNum) + peak.keypoint;
-        validPointsNum += 1;
-        poseTag = poseTag / static_cast<float>(validPointsNum);
-        poseCenter = poseCenter / static_cast<float>(validPointsNum);
-    }
-
-    float getPoseTag() const {
-        return poseTag;
-    }
-
-    float getMeanScore() const {
-        return sum / static_cast<float>(size());
-    }
-
-    Peak& getPeak(size_t index) {
-        return peaks[index];
-    }
-
-    cv::Point2f& getPoseCenter() {
-        return poseCenter;
-    }
-
-    size_t size() const {
-        return peaks.size();
-    }
-
-private:
-    std::vector<Peak> peaks;
-    cv::Point2f poseCenter = cv::Point2f(0.f, 0.f);
-    int validPointsNum = 0;
-    float poseTag = 0;
-    float sum = 0;
-};
-
-void findPeaks(const std::vector<cv::Mat>& nmsHeatMaps,
-               const std::vector<cv::Mat>& aembdsMaps,
-               std::vector<std::vector<Peak>>& allPeaks,
-               size_t jointId,
-               size_t maxNumPeople,
-               float detectionThreshold);
-
-std::vector<Pose> matchByTag(std::vector<std::vector<Peak>>& allPeaks,
-                             size_t maxNumPeople,
-                             size_t numJoints,
-                             float tagThreshold);
-
-void adjustAndRefine(std::vector<Pose>& allPoses,
-                     const std::vector<cv::Mat>& heatMaps,
-                     const std::vector<cv::Mat>& aembdsMaps,
-                     int poseId,
-                     float delta);
diff --git a/model_api/cpp/models/include/models/deblurring_model.h b/model_api/cpp/models/include/models/deblurring_model.h
deleted file mode 100644
index a2f3cb70..00000000
--- a/model_api/cpp/models/include/models/deblurring_model.h
+++ /dev/null
@@ -1,52 +0,0 @@
-/*
-// Copyright (C) 2021-2024 Intel Corporation
-//
-// 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 writingb  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.
-*/
-
-#pragma once
-#include <stddef.h>
-
-#include <memory>
-#include <string>
-
-#include <opencv2/core/types.hpp>
-
-#include "models/image_model.h"
-
-namespace ov {
-class InferRequest;
-class Model;
-}  // namespace ov
-struct InferenceResult;
-struct InputData;
-struct InternalModelData;
-struct ResultBase;
-
-class DeblurringModel : public ImageModel {
-public:
-    /// Constructor
-    /// @param modelFile name of model to load
-    /// @param inputImgSize size of image to set model input shape
-    /// @param layout - model input layout
-    DeblurringModel(const std::string& modelFile, const cv::Size& inputImgSize, const std::string& layout = "");
-
-    std::shared_ptr<InternalModelData> preprocess(const InputData& inputData, InferenceInput& input) override;
-    std::unique_ptr<ResultBase> postprocess(InferenceResult& infResult) override;
-
-protected:
-    void prepareInputsOutputs(std::shared_ptr<ov::Model>& model) override;
-    void changeInputSize(std::shared_ptr<ov::Model>& model);
-
-    static const size_t stride = 32;
-};
diff --git a/model_api/cpp/models/include/models/detection_model_centernet.h b/model_api/cpp/models/include/models/detection_model_centernet.h
deleted file mode 100644
index 1cf4d415..00000000
--- a/model_api/cpp/models/include/models/detection_model_centernet.h
+++ /dev/null
@@ -1,46 +0,0 @@
-/*
-// Copyright (C) 2020-2024 Intel Corporation
-//
-// 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.
-*/
-
-#pragma once
-#include <memory>
-#include <string>
-
-#include "models/detection_model.h"
-
-namespace ov {
-class InferRequest;
-class Model;
-}  // namespace ov
-struct InferenceResult;
-struct InputData;
-struct InternalModelData;
-struct ResultBase;
-
-class ModelCenterNet : public DetectionModel {
-public:
-    ModelCenterNet(std::shared_ptr<ov::Model>& model, const ov::AnyMap& configuration);
-    ModelCenterNet(std::shared_ptr<InferenceAdapter>& adapter);
-
-    std::shared_ptr<InternalModelData> preprocess(const InputData& inputData, InferenceInput& input) override;
-    std::unique_ptr<ResultBase> postprocess(InferenceResult& infResult) override;
-
-    static std::string ModelType;
-
-protected:
-    void initDefaultParameters(const ov::AnyMap& configuration);
-    void prepareInputsOutputs(std::shared_ptr<ov::Model>& model) override;
-    void updateModelInfo() override;
-};
diff --git a/model_api/cpp/models/include/models/detection_model_faceboxes.h b/model_api/cpp/models/include/models/detection_model_faceboxes.h
deleted file mode 100644
index d5ad8af5..00000000
--- a/model_api/cpp/models/include/models/detection_model_faceboxes.h
+++ /dev/null
@@ -1,56 +0,0 @@
-/*
-// Copyright (C) 2020-2024 Intel Corporation
-//
-// 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.
-*/
-
-#pragma once
-#include <stddef.h>
-
-#include <memory>
-#include <string>
-#include <utility>
-#include <vector>
-
-#include <utils/nms.hpp>
-
-#include "models/detection_model_ext.h"
-
-namespace ov {
-class Model;
-}  // namespace ov
-struct InferenceResult;
-struct ResultBase;
-
-class ModelFaceBoxes : public DetectionModelExt {
-public:
-    static const int INIT_VECTOR_SIZE = 200;
-
-    ModelFaceBoxes(std::shared_ptr<ov::Model>& model, const ov::AnyMap& configuration);
-    ModelFaceBoxes(std::shared_ptr<InferenceAdapter>& adapter);
-    using DetectionModelExt::DetectionModelExt;
-
-    std::unique_ptr<ResultBase> postprocess(InferenceResult& infResult) override;
-    static std::string ModelType;
-
-protected:
-    size_t maxProposalsCount = 0;
-    const std::vector<float> variance = {0.1f, 0.2f};
-    const std::vector<int> steps = {32, 64, 128};
-    const std::vector<std::vector<int>> minSizes = {{32, 64, 128}, {256}, {512}};
-    std::vector<Anchor> anchors;
-    void prepareInputsOutputs(std::shared_ptr<ov::Model>& model) override;
-    void priorBoxes(const std::vector<std::pair<size_t, size_t>>& featureMaps);
-    void initDefaultParameters(const ov::AnyMap& configuration);
-    void updateModelInfo() override;
-};
diff --git a/model_api/cpp/models/include/models/detection_model_retinaface.h b/model_api/cpp/models/include/models/detection_model_retinaface.h
deleted file mode 100644
index e505db43..00000000
--- a/model_api/cpp/models/include/models/detection_model_retinaface.h
+++ /dev/null
@@ -1,70 +0,0 @@
-/*
-// Copyright (C) 2020-2024 Intel Corporation
-//
-// 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.
-*/
-
-#pragma once
-#include <map>
-#include <memory>
-#include <string>
-#include <vector>
-
-#include <utils/nms.hpp>
-
-#include "models/detection_model_ext.h"
-
-namespace ov {
-class Model;
-}  // namespace ov
-struct InferenceResult;
-struct ResultBase;
-
-class ModelRetinaFace : public DetectionModelExt {
-public:
-    static const int LANDMARKS_NUM = 5;
-    static const int INIT_VECTOR_SIZE = 200;
-
-    ModelRetinaFace(std::shared_ptr<ov::Model>& model, const ov::AnyMap& configuration);
-    ModelRetinaFace(std::shared_ptr<InferenceAdapter>& adapter);
-    using DetectionModelExt::DetectionModelExt;
-
-    std::unique_ptr<ResultBase> postprocess(InferenceResult& infResult) override;
-    static std::string ModelType;
-
-protected:
-    struct AnchorCfgLine {
-        int stride;
-        std::vector<int> scales;
-        int baseSize;
-        std::vector<int> ratios;
-    };
-
-    bool shouldDetectMasks = false;
-    bool shouldDetectLandmarks = false;
-    const float maskThreshold = 0.8f;
-    float landmarkStd = 1.0f;
-
-    enum OutputType { OUT_BOXES, OUT_SCORES, OUT_LANDMARKS, OUT_MASKSCORES, OUT_MAX };
-
-    std::vector<std::string> separateoutputNames[OUT_MAX];
-    const std::vector<AnchorCfgLine> anchorCfg = {
-        {32, {32, 16}, 16, {1}}, {16, {8, 4}, 16, {1}}, {8, {2, 1}, 16, {1}}};
-    std::map<int, std::vector<Anchor>> anchorsFpn;
-    std::vector<std::vector<Anchor>> anchors;
-
-    void generateAnchorsFpn();
-    void prepareInputsOutputs(std::shared_ptr<ov::Model>& model) override;
-    void initDefaultParameters(const ov::AnyMap& configuration);
-    void updateModelInfo() override;
-};
diff --git a/model_api/cpp/models/include/models/detection_model_retinaface_pt.h b/model_api/cpp/models/include/models/detection_model_retinaface_pt.h
deleted file mode 100644
index c32729c8..00000000
--- a/model_api/cpp/models/include/models/detection_model_retinaface_pt.h
+++ /dev/null
@@ -1,75 +0,0 @@
-/*
-// Copyright (C) 2021-2024 Intel Corporation
-//
-// 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.
-*/
-
-#pragma once
-#include <stddef.h>
-
-#include <memory>
-#include <string>
-#include <vector>
-
-#include <opencv2/core/types.hpp>
-#include <utils/nms.hpp>
-
-#include "models/detection_model_ext.h"
-
-namespace ov {
-class Model;
-class Tensor;
-}  // namespace ov
-struct InferenceResult;
-struct ResultBase;
-
-class ModelRetinaFacePT : public DetectionModelExt {
-public:
-    struct Box {
-        float cX;
-        float cY;
-        float width;
-        float height;
-    };
-
-    ModelRetinaFacePT(std::shared_ptr<ov::Model>& model, const ov::AnyMap& configuration);
-    ModelRetinaFacePT(std::shared_ptr<InferenceAdapter>& adapter);
-    using DetectionModelExt::DetectionModelExt;
-
-    std::unique_ptr<ResultBase> postprocess(InferenceResult& infResult) override;
-    static std::string ModelType;
-
-protected:
-    size_t landmarksNum = 0;
-    float variance[2] = {0.1f, 0.2f};
-
-    enum OutputType { OUT_BOXES, OUT_SCORES, OUT_LANDMARKS, OUT_MAX };
-
-    std::vector<ModelRetinaFacePT::Box> priors;
-
-    std::vector<size_t> filterByScore(const ov::Tensor& scoresTensor, const float confidence_threshold);
-    std::vector<float> getFilteredScores(const ov::Tensor& scoresTensor, const std::vector<size_t>& indicies);
-    std::vector<cv::Point2f> getFilteredLandmarks(const ov::Tensor& landmarksTensor,
-                                                  const std::vector<size_t>& indicies,
-                                                  int imgWidth,
-                                                  int imgHeight);
-    std::vector<ModelRetinaFacePT::Box> generatePriorData();
-    std::vector<Anchor> getFilteredProposals(const ov::Tensor& boxesTensor,
-                                             const std::vector<size_t>& indicies,
-                                             int imgWidth,
-                                             int imgHeight);
-
-    void prepareInputsOutputs(std::shared_ptr<ov::Model>& model) override;
-    void initDefaultParameters(const ov::AnyMap& configuration);
-    void updateModelInfo() override;
-};
diff --git a/model_api/cpp/models/include/models/hpe_model_associative_embedding.h b/model_api/cpp/models/include/models/hpe_model_associative_embedding.h
deleted file mode 100644
index 3993d00b..00000000
--- a/model_api/cpp/models/include/models/hpe_model_associative_embedding.h
+++ /dev/null
@@ -1,89 +0,0 @@
-/*
-// Copyright (C) 2021-2024 Intel Corporation
-//
-// 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.
-*/
-
-#pragma once
-#include <memory>
-#include <string>
-#include <vector>
-
-#include <opencv2/core.hpp>
-
-#include <utils/image_utils.h>
-
-#include "models/image_model.h"
-
-namespace ov {
-class InferRequest;
-class Model;
-class Shape;
-}  // namespace ov
-struct HumanPose;
-struct InferenceResult;
-struct InputData;
-struct InternalModelData;
-struct ResultBase;
-
-class HpeAssociativeEmbedding : public ImageModel {
-public:
-    /// Constructor
-    /// @param modelFile name of model to load
-    /// @param aspectRatio - the ratio of input width to its height.
-    /// @param targetSize - the length of a short image side used for model reshaping.
-    /// @param confidence_threshold - threshold to eliminate low-confidence poses.
-    /// Any pose with confidence lower than this threshold will be ignored.
-    /// @param layout - model input layout
-    HpeAssociativeEmbedding(const std::string& modelFile,
-                            double aspectRatio,
-                            int targetSize,
-                            float confidence_threshold,
-                            const std::string& layout = "",
-                            float delta = 0.0,
-                            const std::string& resize_type = "fit_to_window");
-
-    std::unique_ptr<ResultBase> postprocess(InferenceResult& infResult) override;
-
-    std::shared_ptr<InternalModelData> preprocess(const InputData& inputData, InferenceInput& input) override;
-
-protected:
-    void prepareInputsOutputs(std::shared_ptr<ov::Model>& model) override;
-
-    cv::Size inputLayerSize;
-    double aspectRatio;
-    int targetSize;
-    float confidence_threshold;
-    float delta;
-
-    std::string embeddingsTensorName;
-    std::string heatmapsTensorName;
-    std::string nmsHeatmapsTensorName;
-
-    static const int numJoints = 17;
-    static const int stride = 32;
-    static const int maxNumPeople = 30;
-    static const cv::Vec3f meanPixel;
-    static const float detectionThreshold;
-    static const float tagThreshold;
-
-    void changeInputSize(std::shared_ptr<ov::Model>& model);
-
-    std::string findTensorByName(const std::string& tensorName, const std::vector<std::string>& outputNames);
-
-    std::vector<cv::Mat> split(float* data, const ov::Shape& shape);
-
-    std::vector<HumanPose> extractPoses(std::vector<cv::Mat>& heatMaps,
-                                        const std::vector<cv::Mat>& aembdsMaps,
-                                        const std::vector<cv::Mat>& nmsHeatMaps) const;
-};
diff --git a/model_api/cpp/models/include/models/hpe_model_openpose.h b/model_api/cpp/models/include/models/hpe_model_openpose.h
deleted file mode 100644
index e65d5ed2..00000000
--- a/model_api/cpp/models/include/models/hpe_model_openpose.h
+++ /dev/null
@@ -1,78 +0,0 @@
-/*
-// Copyright (C) 2020-2024 Intel Corporation
-//
-// 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.
-*/
-
-#pragma once
-#include <stddef.h>
-
-#include <memory>
-#include <string>
-#include <vector>
-
-#include <opencv2/core.hpp>
-
-#include "models/image_model.h"
-
-namespace ov {
-class InferRequest;
-class Model;
-}  // namespace ov
-struct HumanPose;
-struct InferenceResult;
-struct InputData;
-struct InternalModelData;
-struct ResultBase;
-
-class HPEOpenPose : public ImageModel {
-public:
-    /// Constructor
-    /// @param modelFile name of model to load
-    /// @param aspectRatio - the ratio of input width to its height.
-    /// @param targetSize - the height used for model reshaping.
-    /// @param confidence_threshold - threshold to eliminate low-confidence keypoints.
-    /// @param layout - model input layout
-    HPEOpenPose(const std::string& modelFile,
-                double aspectRatio,
-                int targetSize,
-                float confidence_threshold,
-                const std::string& layout = "");
-
-    std::unique_ptr<ResultBase> postprocess(InferenceResult& infResult) override;
-
-    std::shared_ptr<InternalModelData> preprocess(const InputData& inputData, InferenceInput& input) override;
-
-    static const size_t keypointsNumber = 18;
-
-protected:
-    void prepareInputsOutputs(std::shared_ptr<ov::Model>& model) override;
-
-    static const int minJointsNumber = 3;
-    static const int stride = 8;
-    static const int upsampleRatio = 4;
-    static const cv::Vec3f meanPixel;
-    static const float minPeaksDistance;
-    static const float midPointsScoreThreshold;
-    static const float foundMidPointsRatioThreshold;
-    static const float minSubsetScore;
-    cv::Size inputLayerSize;
-    double aspectRatio;
-    int targetSize;
-    float confidence_threshold;
-
-    std::vector<HumanPose> extractPoses(const std::vector<cv::Mat>& heatMaps, const std::vector<cv::Mat>& pafs) const;
-    void resizeFeatureMaps(std::vector<cv::Mat>& featureMaps) const;
-
-    void changeInputSize(std::shared_ptr<ov::Model>& model);
-};
diff --git a/model_api/cpp/models/include/models/jpeg_restoration_model.h b/model_api/cpp/models/include/models/jpeg_restoration_model.h
deleted file mode 100644
index 65949e49..00000000
--- a/model_api/cpp/models/include/models/jpeg_restoration_model.h
+++ /dev/null
@@ -1,55 +0,0 @@
-/*
-// Copyright (C) 2021-2024 Intel Corporation
-//
-// 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 writingb  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.
-*/
-
-#pragma once
-
-#include <memory>
-#include <string>
-
-#include <opencv2/core/types.hpp>
-
-#include "models/image_model.h"
-
-namespace ov {
-class InferRequest;
-class Model;
-}  // namespace ov
-struct InferenceResult;
-struct InputData;
-struct InternalModelData;
-struct ResultBase;
-class JPEGRestorationModel : public ImageModel {
-public:
-    /// Constructor
-    /// @param modelFile name of model to load
-    /// @param inputImgSize size of image to set model input shape
-    /// @param jpegCompression flag allows to perform compression before the inference
-    /// @param layout - model input layout
-    JPEGRestorationModel(const std::string& modelFile,
-                         const cv::Size& inputImgSize,
-                         bool jpegCompression,
-                         const std::string& layout = "");
-
-    std::shared_ptr<InternalModelData> preprocess(const InputData& inputData, InferenceInput& input) override;
-    std::unique_ptr<ResultBase> postprocess(InferenceResult& infResult) override;
-
-protected:
-    void prepareInputsOutputs(std::shared_ptr<ov::Model>& model) override;
-    void changeInputSize(std::shared_ptr<ov::Model>& model);
-
-    static const size_t stride = 8;
-    bool jpegCompression = false;
-};
diff --git a/model_api/cpp/models/include/models/openpose_decoder.h b/model_api/cpp/models/include/models/openpose_decoder.h
deleted file mode 100644
index 479de910..00000000
--- a/model_api/cpp/models/include/models/openpose_decoder.h
+++ /dev/null
@@ -1,62 +0,0 @@
-/*
-// Copyright (C) 2020-2024 Intel Corporation
-//
-// 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.
-*/
-
-#pragma once
-#include <stddef.h>
-
-#include <vector>
-
-#include <opencv2/core.hpp>
-
-struct HumanPose;
-
-struct Peak {
-    Peak(const int id = -1, const cv::Point2f& pos = cv::Point2f(), const float score = 0.0f);
-
-    int id;
-    cv::Point2f pos;
-    float score;
-};
-
-struct HumanPoseByPeaksIndices {
-    explicit HumanPoseByPeaksIndices(const int keypointsNumber);
-
-    std::vector<int> peaksIndices;
-    int nJoints;
-    float score;
-};
-
-struct TwoJointsConnection {
-    TwoJointsConnection(const int firstJointIdx, const int secondJointIdx, const float score);
-
-    int firstJointIdx;
-    int secondJointIdx;
-    float score;
-};
-
-void findPeaks(const std::vector<cv::Mat>& heatMaps,
-               const float minPeaksDistance,
-               std::vector<std::vector<Peak>>& allPeaks,
-               int heatMapId,
-               float confidence_threshold);
-
-std::vector<HumanPose> groupPeaksToPoses(const std::vector<std::vector<Peak>>& allPeaks,
-                                         const std::vector<cv::Mat>& pafs,
-                                         const size_t keypointsNumber,
-                                         const float midPointsScoreThreshold,
-                                         const float foundMidPointsRatioThreshold,
-                                         const int minJointsNumber,
-                                         const float minSubsetScore);
diff --git a/model_api/cpp/models/include/models/style_transfer_model.h b/model_api/cpp/models/include/models/style_transfer_model.h
deleted file mode 100644
index 01da2286..00000000
--- a/model_api/cpp/models/include/models/style_transfer_model.h
+++ /dev/null
@@ -1,43 +0,0 @@
-/*
-// Copyright (C) 2021-2024 Intel Corporation
-//
-// 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 writingb  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.
-*/
-
-#pragma once
-#include <memory>
-#include <string>
-
-#include "models/image_model.h"
-
-namespace ov {
-class InferRequest;
-class Model;
-}  // namespace ov
-struct InferenceResult;
-struct InputData;
-struct InternalModelData;
-struct ResultBase;
-
-class StyleTransferModel : public ImageModel {
-public:
-    /// Constructor
-    /// @param modelFile name of model to load
-    /// @param layout - model input layout
-    StyleTransferModel(const std::string& modelFile, const std::string& layout = "");
-
-    std::unique_ptr<ResultBase> postprocess(InferenceResult& infResult) override;
-
-protected:
-    void prepareInputsOutputs(std::shared_ptr<ov::Model>& model) override;
-};
diff --git a/model_api/cpp/models/include/models/super_resolution_model.h b/model_api/cpp/models/include/models/super_resolution_model.h
deleted file mode 100644
index a9354161..00000000
--- a/model_api/cpp/models/include/models/super_resolution_model.h
+++ /dev/null
@@ -1,49 +0,0 @@
-/*
-// Copyright (C) 2021-2024 Intel Corporation
-//
-// 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 writingb  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.
-*/
-
-#pragma once
-#include <memory>
-#include <string>
-
-#include <opencv2/core/types.hpp>
-
-#include "models/image_model.h"
-
-namespace ov {
-class InferRequest;
-class Model;
-}  // namespace ov
-struct InferenceResult;
-struct InputData;
-struct InternalModelData;
-struct ResultBase;
-
-class SuperResolutionModel : public ImageModel {
-public:
-    /// Constructor
-    /// @param modelFile name of model to load
-    /// @param layout - model input layout
-    SuperResolutionModel(const std::string& modelFile,
-                         const cv::Size& inputImgSize,
-                         const std::string& layout = "");
-
-    std::shared_ptr<InternalModelData> preprocess(const InputData& inputData, InferenceInput& input) override;
-    std::unique_ptr<ResultBase> postprocess(InferenceResult& infResult) override;
-
-protected:
-    void changeInputSize(std::shared_ptr<ov::Model>& model, int coeff);
-    void prepareInputsOutputs(std::shared_ptr<ov::Model>& model) override;
-};