aiaa-dextra3d.cpp
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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.
*/
#include <nvidia/aiaa/client.h>
#include <nvidia/aiaa/utils.h>
#include "../commonutils.h"
#include <chrono>
int main(int argc, char **argv) {
if (argc < 2 || cmdOptionExists(argv, argv + argc, "-h")) {
std::cout << "Usage:: <COMMAND> <OPTIONS>\n"
" |-h (Help) Print this information |\n"
" |-server Server URI {default: http://0.0.0.0:5000} |\n"
" *|-label Input Label Name [either -label or -model is required] |\n"
" *|-model Model Name [either -label or -model is required] |\n"
" *|-points 3D Points [[x,y,z]+] Example: [[70,172,86],...,[105,161,180]] |\n"
" |-pad Padding Size to be used {default: 20.0} |\n"
" |-roi ROI Image Size to be used for inference {default: 128x128x128} |\n"
" *|-image Input Image File |\n"
" *|-session Session ID (crop should be false) |\n"
" |-crop PreProcess Input (crop) before sending it to AIAA |\n"
" *|-output Output Image File |\n"
" |-timeout Timeout In Seconds {default: 60} |\n"
" |-ts Print API Latency |\n";
return 0;
}
std::string serverUri = getCmdOption(argv, argv + argc, "-server", "http://0.0.0.0:5000");
std::string label = getCmdOption(argv, argv + argc, "-label");
std::string model = getCmdOption(argv, argv + argc, "-model");
std::string points = getCmdOption(argv, argv + argc, "-points");
double pad = nvidia::aiaa::Utils::lexical_cast<double>(getCmdOption(argv, argv + argc, "-pad", "20.0"));
std::string roi = getCmdOption(argv, argv + argc, "-roi", "128x128x128");
std::string inputImageFile = getCmdOption(argv, argv + argc, "-image");
bool preProcess = cmdOptionExists(argv, argv + argc, "-crop") ? true : false;
std::string sessionId = getCmdOption(argv, argv + argc, "-session");
std::string outputImageFile = getCmdOption(argv, argv + argc, "-output");
int timeout = nvidia::aiaa::Utils::lexical_cast<int>(getCmdOption(argv, argv + argc, "-timeout", "60"));
bool printTs = cmdOptionExists(argv, argv + argc, "-ts") ? true : false;
if (label.empty() && model.empty()) {
std::cerr << "Either Label or Model is required\n";
return -1;
}
if (points.empty()) {
std::cerr << "Pointset is empty\n";
return -1;
}
if (inputImageFile.empty() && sessionId.empty()) {
std::cerr << "Input Image file is missing (Either session-id or input image should be provided)\n";
return -1;
}
if (preProcess && inputImageFile.empty()) {
std::cerr << "Input Image file is missing when (preProcess = True)\n";
return -1;
}
if (outputImageFile.empty()) {
std::cerr << "Output Image file is missing\n";
return -1;
}
try {
nvidia::aiaa::PointSet pointSet = nvidia::aiaa::PointSet::fromJson(points);
nvidia::aiaa::Client client(serverUri, timeout);
nvidia::aiaa::Model m;
if (model.empty()) {
nvidia::aiaa::ModelList models = client.models();
m = models.getMatchingModel(label, nvidia::aiaa::Model::annotation);
} else {
m = client.model(model);
}
if (m.name.empty()) {
std::cerr << "Couldn't find a model for name: " << model << "; label: " << label << "\n";
return -1;
}
// overrides
if (!model.empty()) {
m.name = model;
}
if (cmdOptionExists(argv, argv + argc, "-pad")) {
m.padding = pad;
}
if (cmdOptionExists(argv, argv + argc, "-roi")) {
m.roi = nvidia::aiaa::Utils::stringToPoint(roi, 'x');
}
auto begin = std::chrono::high_resolution_clock::now();
int ret = client.dextr3D(m, pointSet, inputImageFile, outputImageFile, preProcess, sessionId);
auto end = std::chrono::high_resolution_clock::now();
auto ms = std::chrono::duration_cast<std::chrono::milliseconds>(end - begin).count();
std::cout << "Return Code: " << ret << (ret ? " (FAILED) " : " (SUCCESS) ") << std::endl;
if (printTs) {
std::cout << "API Latency (in milli sec): " << ms << std::endl;
}
return ret;
} catch (nvidia::aiaa::exception &e) {
std::cerr << "nvidia::aiaa::exception => nvidia.aiaa.error." << e.id << "; description: " << e.name() << std::endl;
}
return -1;
}