80 lines
2.9 KiB
C++
80 lines
2.9 KiB
C++
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// 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 <cstddef>
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#include <vector>
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#include "openvino/core/attribute_adapter.hpp"
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#include "openvino/op/op.hpp"
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#include "openvino/op/util/attr_types.hpp"
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namespace ov {
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namespace op {
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namespace v6 {
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/// \brief An operation ExperimentalDetectronDetectionOutput performs
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/// non-maximum suppression to generate the detection output using
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/// information on location and score predictions.
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/// \ingroup ov_ops_cpp_api
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class OPENVINO_API ExperimentalDetectronDetectionOutput : public Op {
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public:
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OPENVINO_OP("ExperimentalDetectronDetectionOutput", "opset6", op::Op);
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/// \brief Structure that specifies attributes of the operation
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struct Attributes {
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// specifies score threshold
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float score_threshold;
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// specifies NMS threshold
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float nms_threshold;
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// specifies maximal delta of logarithms for width and height
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float max_delta_log_wh;
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// specifies number of detected classes
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int64_t num_classes;
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// specifies maximal number of detections per class
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int64_t post_nms_count;
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// specifies maximual number of detections per image
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size_t max_detections_per_image;
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// a flag specifies whether to delete background classes or not
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// `true` means background classes should be deleted,
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// `false` means background classes shouldn't be deleted.
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bool class_agnostic_box_regression;
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// specifies deltas of weights
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std::vector<float> deltas_weights;
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};
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ExperimentalDetectronDetectionOutput() = default;
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/// \brief Constructs a ExperimentalDetectronDetectionOutput operation.
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///
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/// \param input_rois Input rois
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/// \param input_deltas Input deltas
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/// \param input_scores Input scores
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/// \param input_im_info Input image info
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/// \param attrs Attributes attributes
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ExperimentalDetectronDetectionOutput(const Output<Node>& input_rois,
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const Output<Node>& input_deltas,
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const Output<Node>& input_scores,
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const Output<Node>& input_im_info,
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const Attributes& attrs);
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bool visit_attributes(AttributeVisitor& visitor) override;
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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 Returns attributes of the operation ExperimentalDetectronDetectionOutput
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const Attributes& get_attrs() const {
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return m_attrs;
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}
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/// \brief Set the attributes of the operation ExperimentalDetectronDetectionOutput.
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/// \param attrs Attributes to set.
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void set_attrs(Attributes attrs);
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private:
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Attributes m_attrs;
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};
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} // namespace v6
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} // namespace op
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} // namespace ov
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