// Copyright (C) 2018-2025 Intel Corporation // SPDX-License-Identifier: Apache-2.0 // #pragma once #include "openvino/op/op.hpp" namespace ov { namespace op { namespace util { /// \brief Base class for operations MulticlassNMS v8 and MulticlassNMS /// v9. class OPENVINO_API MulticlassNmsBase : public Op { public: OPENVINO_OP("MulticlassNmsBase", "util"); enum class SortResultType { CLASSID, // sort selected boxes by class id (ascending) in each batch element SCORE, // sort selected boxes by score (descending) in each batch element NONE // do not guarantee the order in each batch element }; /// \brief Structure that specifies attributes of the operation struct Attributes { // specifies order of output elements SortResultType sort_result_type = SortResultType::NONE; // specifies whenever it is necessary to sort selected boxes across batches or // not bool sort_result_across_batch = false; // specifies the output tensor type ov::element::Type output_type = ov::element::i64; // specifies intersection over union threshold float iou_threshold = 0.0f; // specifies minimum score to consider box for the processing float score_threshold = 0.0f; // specifies maximum number of boxes to be selected per class, -1 meaning to // keep all boxes int nms_top_k = -1; // specifies maximum number of boxes to be selected per batch element, -1 // meaning to keep all boxes int keep_top_k = -1; // specifies the background class id, -1 meaning to keep all classes int background_class = -1; // specifies eta parameter for adpative NMS, in close range [0, 1.0] float nms_eta = 1.0f; // specifies whether boxes are normalized or not bool normalized = true; }; /// \brief Constructs a conversion operation. MulticlassNmsBase() = default; /// \brief Constructs a MulticlassNmsBase operation /// /// \param arguments Node list producing the box coordinates, scores, etc. /// \param attrs Attributes of the operation MulticlassNmsBase(const OutputVector& arguments, const Attributes& attrs); bool visit_attributes(AttributeVisitor& visitor) override; /// \brief Returns attributes of the operation MulticlassNmsBase const Attributes& get_attrs() const { return m_attrs; } void set_attrs(Attributes attrs); void set_output_type(const element::Type& output_type) { m_attrs.output_type = output_type; } using Node::set_output_type; protected: Attributes m_attrs; void validate(); // helper }; } // namespace util } // namespace op OPENVINO_API std::ostream& operator<<(std::ostream& s, const op::util::MulticlassNmsBase::SortResultType& type); template <> class OPENVINO_API AttributeAdapter : public EnumAttributeAdapterBase { public: AttributeAdapter(op::util::MulticlassNmsBase::SortResultType& value) : EnumAttributeAdapterBase(value) {} ~AttributeAdapter() override; OPENVINO_RTTI("AttributeAdapter"); }; } // namespace ov