model.h
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/*
* Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions
* are met:
* * Redistributions of source code must retain the above copyright
* notice, this list of conditions and the following disclaimer.
* * Redistributions in binary form must reproduce the above copyright
* notice, this list of conditions and the following disclaimer in the
* documentation and/or other materials provided with the distribution.
* * Neither the name of NVIDIA CORPORATION nor the names of its
* contributors may be used to endorse or promote products derived
* from this software without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY
* EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
* IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
* PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR
* CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
* EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
* PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
* PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
* OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
* (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
* OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*/
#pragma once
#include "common.h"
#include <set>
#include <vector>
#include <string>
namespace nvidia {
namespace aiaa {
////////////
// Model //
////////////
/*!
@brief AIAA Model
*/
struct AIAA_CLIENT_API Model {
/// Set of Label strings supported by this particular AIAA model
std::set<std::string> labels;
/// Internal Name used by AIAA Server
std::string internal_name;
/// Detailed description
std::string description;
/// Official Name for the AIAA Model. For example, this name shall be used for inference/dextr3d API
std::string name;
/// Padding used while training images; This shall be used for Annotation Models
double padding;
/// Image ROI size used while training [x,y,z,w] Format; This shall be used for Annotation Models
std::vector<int> roi;
/// Model Types supported by AIAA
enum ModelType {
segmentation,
annotation,
classification,
deepgrow,
others,
unknown
};
/// Type of Model (segmentation/annotation etc..)
ModelType type;
/// Version of Model
std::string version;
/*!
@brief create Model from JSON String
@param[in] json JSON String.
Example:
@code
{"labels": ["brain_tumor_core"], "internal name": "Dextr3dCroppedEngine", "description": "", "name": "Dextr3DBrainTC"}
@endcode
@return Model object
*/
static Model fromJson(const std::string &json);
/*!
@brief convert string to ModelType
@param[in] type String representing a valid model type
@return ModelType
*/
static ModelType toModelType(const std::string &type);
/*!
@brief convert ModelType to string
@param[in] type A valid model type
@return string
*/
static std::string toString(ModelType type);
/*!
@brief convert Model to JSON String
@param[in] space If space > 0; then JSON string will be formatted accordingly
@return JSON String
*/
std::string toJson(int space = 0) const;
/// Default constructor
Model();
};
/*!
@brief AIAA ModelList
This class provides APIs to connect to AIAA server and perform operations like dextra3d, fixPolygon etc...
*/
struct AIAA_CLIENT_API ModelList {
/// List of Model Objects where each Model Object carries relevant information about the model being supported by AIAA Server
std::vector<Model> models;
/*!
@brief Get the first matching model for a given label
First preference goes to exact match. Otherwise prefix match will be preferred.
@note Here, the matching type is case-insensitive
@param[in] label Organ Name
@param[in] type Model Type
@return Model
*/
Model getMatchingModel(const std::string &label, Model::ModelType type = Model::annotation);
/// Checks if Polygons list is empty
bool empty() const;
/// Count of Polygons list
size_t size() const;
/*!
@brief create Model from JSON String
@param[in] json JSON String.
Example:
@code
[
{"labels": ["brain_tumor_core"], "internal name": "Dextr3dCroppedEngine", "description": "", "name": "Dextr3DBrainTC", "padding": 20.0 "roi": [128,128,128], "sigma": 3.0},
{"labels": ["liver"], "internal name": "Dextr3dCroppedEngine", "description": "", "name": "Dextr3DLiver", "padding": 10.0 "roi": [96,96,96], "sigma": 3.0},
{"labels": ["brain_whole_tumor"], "internal name": "Dextr3dCroppedEngine", "description": "", "name": "Dextr3DBrainWT", "padding": 20.0 "roi": [128,128,128], "sigma": 3.0}
]
@endcode
@return ModelList object
*/
static ModelList fromJson(const std::string &json);
/*!
@brief convert ModelList to JSON String
@param[in] space If space > 0; then JSON string will be formatted accordingly
@return JSON String
*/
std::string toJson(int space = 0) const;
};
}
}