experimental_detectron_detection_output.hpp

// Copyright (C) 2018-2021 Intel Corporation
// SPDX-License-Identifier: Apache-2.0
//
 
#pragma once
 
#include <cstddef>
#include <vector>
#include "ngraph/attribute_adapter.hpp"
#include "ngraph/op/op.hpp"
#include "ngraph/op/util/attr_types.hpp"
 
namespace ngraph
{
    namespace op
    {
        namespace v6
        {
            /// \brief An operation ExperimentalDetectronDetectionOutput performs
            /// non-maximum suppression to generate the detection output using
            /// information on location and score predictions.
            class NGRAPH_API ExperimentalDetectronDetectionOutput : public Op
            {
            public:
                NGRAPH_RTTI_DECLARATION;
 
                /// \brief Structure that specifies attributes of the operation
                struct Attributes
                {
                    // specifies score threshold
                    float score_threshold;
                    // specifies NMS threshold
                    float nms_threshold;
                    // specifies maximal delta of logarithms for width and height
                    float max_delta_log_wh;
                    // specifies number of detected classes
                    int64_t num_classes;
                    // specifies maximal number of detections per class
                    int64_t post_nms_count;
                    // specifies maximual number of detections per image
                    size_t max_detections_per_image;
                    // a flag specifies whether to delete background classes or not
                    // `true`  means background classes should be deleted,
                    // `false` means background classes shouldn't be deleted.
                    bool class_agnostic_box_regression;
                    // specifies deltas of weights
                    std::vector<float> deltas_weights;
                };
 
                ExperimentalDetectronDetectionOutput() = default;
                /// \brief Constructs a ExperimentalDetectronDetectionOutput operation.
                ///
                /// \param input_rois  Input rois
                /// \param input_deltas Input deltas
                /// \param input_scores Input scores
                /// \param input_im_info Input image info
                /// \param attrs  Attributes attributes
                ExperimentalDetectronDetectionOutput(const Output<Node>& input_rois,
                                                     const Output<Node>& input_deltas,
                                                     const Output<Node>& input_scores,
                                                     const Output<Node>& input_im_info,
                                                     const Attributes& attrs);
                bool visit_attributes(AttributeVisitor& visitor) override;
 
                void validate_and_infer_types() override;
 
                std::shared_ptr<Node>
                    clone_with_new_inputs(const OutputVector& new_args) const override;
                /// \brief Returns attributes of the operation ExperimentalDetectronDetectionOutput
                const Attributes& get_attrs() const { return m_attrs; }
 
            private:
                Attributes m_attrs;
            };
        } // namespace v6
    }     // namespace op
} // namespace ngraph