68 lines
2.1 KiB
C++
68 lines
2.1 KiB
C++
// Copyright (C) 2018-2025 Intel Corporation
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// SPDX-License-Identifier: Apache-2.0
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//
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#pragma once
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#include "openvino/op/op.hpp"
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namespace ov {
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namespace op {
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namespace v0 {
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/// \brief ROIPooling operation.
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///
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/// \ingroup ov_ops_cpp_api
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class OPENVINO_API ROIPooling : public Op {
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public:
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OPENVINO_OP("ROIPooling", "opset2");
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ROIPooling() = default;
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/// \brief Constructs a ROIPooling operation
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///
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/// \param input Input feature map {N, C, H, W}
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/// \param coords Coordinates of bounding boxes
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/// \param output_size Height/Width of ROI output features
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/// \param spatial_scale Ratio of input feature map over input image size
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/// \param method Method of pooling - Max or Bilinear
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ROIPooling(const Output<Node>& input,
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const Output<Node>& coords,
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const Shape& output_size,
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const float spatial_scale,
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const std::string& method = "max");
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void validate_and_infer_types() override;
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std::shared_ptr<Node> clone_with_new_inputs(const OutputVector& new_args) const override;
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/// \brief Set the output ROI feature map (pooled_h, pooled_w).
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/// \param output_size Shape with pooling attributes pooled_h and pooled_w sizes.
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void set_output_roi(Shape output_size);
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/// \brief Get the output ROI feature map shape (H x W)
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/// \return Shape with pooled_h and pooled_w attributes.
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const Shape& get_output_roi() const;
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/// \brief Set the spatial scale value.
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/// \param scale Scale value to set.
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void set_spatial_scale(float scale);
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float get_spatial_scale() const {
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return m_spatial_scale;
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}
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/// \brief Set the method of pooling
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/// \param method_name Pooling method name.
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void set_method(std::string method_name);
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const std::string& get_method() const {
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return m_method;
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}
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bool visit_attributes(AttributeVisitor& visitor) override;
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private:
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Shape m_output_size{0, 0};
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float m_spatial_scale{0.0f};
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std::string m_method = "max";
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};
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} // namespace v0
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} // namespace op
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} // namespace ov
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