59 lines
1.8 KiB
C
59 lines
1.8 KiB
C
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/*
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// Copyright (C) 2021-2024 Intel Corporation
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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*/
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#pragma once
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#include <stddef.h>
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#include <memory>
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#include <string>
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#include "models/model_base.h"
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#include "utils/image_utils.h"
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namespace ov {
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class InferRequest;
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} // namespace ov
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struct InputData;
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struct InternalModelData;
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class ImageModel : public ModelBase {
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public:
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/// Constructor
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/// @param modelFileName name of model to load
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/// @param useAutoResize - if true, image is resized by openvino
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/// @param layout - model input layout
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ImageModel();
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ImageModel(const std::string& modelFileName, bool useAutoResize, const std::string& layout = "");
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std::shared_ptr<InternalModelData> preprocess(const InputData& inputData, ov::InferRequest& request) override;
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void updateImageSize(const cv::Size& inputImgSize) override {
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netInputHeight = inputImgSize.height;
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netInputWidth = inputImgSize.width;
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}
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void Initalise(const std::string& _modelFileName, bool _useAutoResize, const std::string& _layout = "") {
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useAutoResize = _useAutoResize;
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ModelBase::Initilise(modelFileName, _layout);
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}
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protected:
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bool useAutoResize;
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size_t netInputHeight = 0;
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size_t netInputWidth = 0;
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cv::InterpolationFlags interpolationMode = cv::INTER_LINEAR;
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RESIZE_MODE resizeMode = RESIZE_FILL;
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};
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