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Add YOLOv8 support

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This commit is contained in:
Marcos Luciano
2023-01-27 15:56:00 -03:00
parent f1cd701247
commit f9c7a4dfca
59 changed files with 3260 additions and 2763 deletions
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34
nvdsinfer_custom_impl_Yolo/layers/upsample_layer.cpp
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@@ -5,28 +5,28 @@
#include "upsample_layer.h"
nvinfer1::ITensor* upsampleLayer(
int layerIdx,
std::map<std::string, std::string>& block,
nvinfer1::ITensor* input,
#include <cassert>
nvinfer1::ITensor*
upsampleLayer(int layerIdx, std::map<std::string, std::string>& block, nvinfer1::ITensor* input,
nvinfer1::INetworkDefinition* network)
{
nvinfer1::ITensor* output;
nvinfer1::ITensor* output;
assert(block.at("type") == "upsample");
assert(block.find("stride") != block.end());
assert(block.at("type") == "upsample");
assert(block.find("stride") != block.end());
int stride = std::stoi(block.at("stride"));
int stride = std::stoi(block.at("stride"));
float scale[3] = {1, static_cast<float>(stride), static_cast<float>(stride)};
float scale[3] = {1, static_cast<float>(stride), static_cast<float>(stride)};
nvinfer1::IResizeLayer* resize = network->addResize(*input);
assert(resize != nullptr);
std::string resizeLayerName = "upsample_" + std::to_string(layerIdx);
resize->setName(resizeLayerName.c_str());
resize->setResizeMode(nvinfer1::ResizeMode::kNEAREST);
resize->setScales(scale, 3);
output = resize->getOutput(0);
nvinfer1::IResizeLayer* resize = network->addResize(*input);
assert(resize != nullptr);
std::string resizeLayerName = "upsample_" + std::to_string(layerIdx);
resize->setName(resizeLayerName.c_str());
resize->setResizeMode(nvinfer1::ResizeMode::kNEAREST);
resize->setScales(scale, 3);
output = resize->getOutput(0);
return output;
return output;
}