146 lines
4.3 KiB
C++
146 lines
4.3 KiB
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 SimplerNMS layer
|
|
*/
|
|
class INFERENCE_ENGINE_API_CLASS(SimplerNMSLayer): public LayerDecorator {
|
|
public:
|
|
/**
|
|
* @brief The constructor creates a builder with the name
|
|
* @param name Layer name
|
|
*/
|
|
explicit SimplerNMSLayer(const std::string& name = "");
|
|
/**
|
|
* @brief The constructor creates a builder from generic builder
|
|
* @param layer pointer to generic builder
|
|
*/
|
|
explicit SimplerNMSLayer(const Layer::Ptr& layer);
|
|
/**
|
|
* @brief The constructor creates a builder from generic builder
|
|
* @param layer constant pointer to generic builder
|
|
*/
|
|
explicit SimplerNMSLayer(const Layer::CPtr& layer);
|
|
/**
|
|
* @brief Sets the name for the layer
|
|
* @param name Layer name
|
|
* @return reference to layer builder
|
|
*/
|
|
SimplerNMSLayer& setName(const std::string& name);
|
|
|
|
/**
|
|
* @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
|
|
*/
|
|
SimplerNMSLayer& setInputPorts(const std::vector<Port>& ports);
|
|
/**
|
|
* @brief Returns output port
|
|
* @return Output port
|
|
*/
|
|
const Port& getOutputPort() const;
|
|
/**
|
|
* @brief Sets output port
|
|
* @param port Output port
|
|
* @return reference to layer builder
|
|
*/
|
|
SimplerNMSLayer& setOutputPort(const Port& port);
|
|
/**
|
|
* @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
|
|
*/
|
|
SimplerNMSLayer& setPreNMSTopN(size_t topN);
|
|
/**
|
|
* @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
|
|
*/
|
|
SimplerNMSLayer& setPostNMSTopN(size_t topN);
|
|
/**
|
|
* @brief Returns the step size to slide over boxes in pixels
|
|
* @return Step size
|
|
*/
|
|
size_t getFeatStride() const;
|
|
/**
|
|
* @brief Sets the step size to slide over boxes in pixels
|
|
* @param featStride Step size
|
|
* @return reference to layer builder
|
|
*/
|
|
SimplerNMSLayer& setFeatStride(size_t featStride);
|
|
/**
|
|
* @brief Returns the minimum size of box to be taken into consideration
|
|
* @return Minimum size
|
|
*/
|
|
size_t getMinBoxSize() const;
|
|
/**
|
|
* @brief Sets the minimum size of box to be taken into consideration
|
|
* @param minSize Minimum size
|
|
* @return reference to layer builder
|
|
*/
|
|
SimplerNMSLayer& setMinBoxSize(size_t minSize);
|
|
/**
|
|
* @brief Returns scale for anchor boxes generating
|
|
* @return Scale for anchor boxes
|
|
*/
|
|
size_t getScale() const;
|
|
/**
|
|
* @brief Sets scale for anchor boxes generating
|
|
* @param scale Scale for anchor boxes
|
|
* @return reference to layer builder
|
|
*/
|
|
SimplerNMSLayer& setScale(size_t scale);
|
|
|
|
/**
|
|
* @brief Returns the minimum value of the proposal to be taken into consideration
|
|
* @return Threshold
|
|
*/
|
|
float getCLSThreshold() const;
|
|
/**
|
|
* @brief Sets the minimum value of the proposal to be taken into consideration
|
|
* @param threshold Minimum value
|
|
* @return reference to layer builder
|
|
*/
|
|
SimplerNMSLayer& setCLSThreshold(float threshold);
|
|
/**
|
|
* @brief Returns the minimum ratio of boxes overlapping to be taken into consideration
|
|
* @return Threshold
|
|
*/
|
|
float getIOUThreshold() const;
|
|
/**
|
|
* @brief Sets the minimum ratio of boxes overlapping to be taken into consideration
|
|
* @param threshold Minimum value
|
|
* @return reference to layer builder
|
|
*/
|
|
SimplerNMSLayer& setIOUThreshold(float threshold);
|
|
};
|
|
|
|
} // namespace Builder
|
|
} // namespace InferenceEngine
|
|
|