Add YOLO-NAS and ONNX support

This commit is contained in:
Marcos Luciano
2023-05-14 14:47:38 -03:00
parent a527d7807a
commit b4e2dbdcf8
13 changed files with 741 additions and 6 deletions

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/*
* Copyright (c) 2018-2019, NVIDIA CORPORATION. All rights reserved.
*
* Permission is hereby granted, free of charge, to any person obtaining a
* copy of this software and associated documentation files (the "Software"),
* to deal in the Software without restriction, including without limitation
* the rights to use, copy, modify, merge, publish, distribute, sublicense,
* and/or sell copies of the Software, and to permit persons to whom the
* Software is furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in
* all copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL
* THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
* FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
* DEALINGS IN THE SOFTWARE.
*
* Edited by Marcos Luciano
* https://www.github.com/marcoslucianops
*/
#include "nvdsinfer_custom_impl.h"
bool
NvDsInferInitializeInputLayers(std::vector<NvDsInferLayerInfo> const &inputLayersInfo,
NvDsInferNetworkInfo const &networkInfo, unsigned int maxBatchSize)
{
float *scaleFactor = (float *) inputLayersInfo[0].buffer;
for (unsigned int i = 0; i < maxBatchSize; i++) {
scaleFactor[i * 2 + 0] = 1.0;
scaleFactor[i * 2 + 1] = 1.0;
}
return true;
}