Files
openvino/inference-engine/include/builders/ie_proposal_layer.hpp
2019-04-12 18:25:53 +03:00

157 lines
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C++

// Copyright (C) 2018-2019 Intel Corporation
// SPDX-License-Identifier: Apache-2.0
//
#pragma once
#include <builders/ie_layer_decorator.hpp>
#include <ie_network.hpp>
#include <string>
#include <vector>
namespace InferenceEngine {
namespace Builder {
/**
* @brief The class represents a builder for Proposal layer
*/
class INFERENCE_ENGINE_API_CLASS(ProposalLayer): public LayerDecorator {
public:
/**
* @brief The constructor creates a builder with the name
* @param name Layer name
*/
explicit ProposalLayer(const std::string& name = "");
/**
* @brief The constructor creates a builder from generic builder
* @param layer pointer to generic builder
*/
explicit ProposalLayer(const Layer::Ptr& layer);
/**
* @brief The constructor creates a builder from generic builder
* @param layer constant pointer to generic builder
*/
explicit ProposalLayer(const Layer::CPtr& layer);
/**
* @brief Sets the name for the layer
* @param name Layer name
* @return reference to layer builder
*/
ProposalLayer& setName(const std::string& name);
/**
* @brief Returns output port
* @return Output port
*/
const Port& getOutputPort() const;
/**
* @brief Sets output port
* @param port Output port
* @return reference to layer builder
*/
ProposalLayer& setOutputPort(const Port& port);
/**
* @brief Returns input ports
* @return Vector of input ports
*/
const std::vector<Port>& getInputPorts() const;
/**
* @brief Sets input ports
* @param ports Vector of input ports
* @return reference to layer builder
*/
ProposalLayer& setInputPorts(const std::vector<Port>& ports);
/**
* @brief Returns the quantity of bounding boxes after applying NMS
* @return Quantity of bounding boxes
*/
size_t getPostNMSTopN() const;
/**
* @brief Sets the quantity of bounding boxes after applying NMS
* @param topN Quantity of bounding boxes
* @return reference to layer builder
*/
ProposalLayer& setPostNMSTopN(size_t topN);
/**
* @brief Returns the quantity of bounding boxes before applying NMS
* @return Quantity of bounding boxes
*/
size_t getPreNMSTopN() const;
/**
* @brief Sets the quantity of bounding boxes before applying NMS
* @param topN Quantity of bounding boxes
* @return reference to layer builder
*/
ProposalLayer& setPreNMSTopN(size_t topN);
/**
* @brief Returns minimum value of the proposal to be taken into consideration
* @return Threshold
*/
float getNMSThresh() const;
/**
* @brief Sets minimum value of the proposal to be taken into consideration
* @param thresh Threshold
* @return reference to layer builder
*/
ProposalLayer& setNMSThresh(float thresh);
/**
* @brief Returns base size for anchor generation
* @return Base size
*/
size_t getBaseSize() const;
/**
* @brief Sets base size for anchor generation
* @param baseSize Base size for anchor generation
* @return reference to layer builder
*/
ProposalLayer& setBaseSize(size_t baseSize);
/**
* @brief Returns minimum size of box to be taken into consideration
* @return Minimum size
*/
size_t getMinSize() const;
/**
* @brief Sets minimum size of box to be taken into consideration
* @param minSize Minimum size of the box
* @return reference to layer builder
*/
ProposalLayer& setMinSize(size_t minSize);
/**
* @brief Returns step size to slide over boxes in pixels
* @return Step size
*/
size_t getFeatStride() const;
/**
* @brief Sets step size to slide over boxes in pixels
* @param featStride Step size
* @return reference to layer builder
*/
ProposalLayer& setFeatStride(size_t featStride);
/**
* @brief Returns scales for anchor generation
* @return Vector of scales
*/
const std::vector<float> getScale() const;
/**
* @brief Sets scales for anchor generation
* @param scales Vector of scales
* @return reference to layer builder
*/
ProposalLayer& setScale(const std::vector<float>& scales);
/**
* @brief Returns ratios for anchor generation
* @return Vector of ratios
*/
const std::vector<float> getRatio() const;
/**
* @brief Sets ratios for anchor generation
* @param ratios Vector of scales
* @return reference to layer builder
*/
ProposalLayer& setRatio(const std::vector<float>& ratios);
};
} // namespace Builder
} // namespace InferenceEngine