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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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49
nvdsinfer_custom_impl_Yolo/layers/channels_layer.cpp
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@@ -5,33 +5,32 @@
#include "channels_layer.h"
nvinfer1::ITensor* channelsLayer(
int layerIdx,
std::map<std::string, std::string>& block,
nvinfer1::ITensor* input,
nvinfer1::ITensor* implicitTensor,
nvinfer1::INetworkDefinition* network)
#include <cassert>
nvinfer1::ITensor*
channelsLayer(int layerIdx, std::map<std::string, std::string>& block, nvinfer1::ITensor* input,
nvinfer1::ITensor* implicitTensor, nvinfer1::INetworkDefinition* network)
{
nvinfer1::ITensor* output;
nvinfer1::ITensor* output;
assert(block.at("type") == "shift_channels" || block.at("type") == "control_channels");
assert(block.at("type") == "shift_channels" || block.at("type") == "control_channels");
if (block.at("type") == "shift_channels") {
nvinfer1::IElementWiseLayer* shift
= network->addElementWise(*input, *implicitTensor, nvinfer1::ElementWiseOperation::kSUM);
assert(shift != nullptr);
std::string shiftLayerName = "shift_channels_" + std::to_string(layerIdx);
shift->setName(shiftLayerName.c_str());
output = shift->getOutput(0);
}
else if (block.at("type") == "control_channels") {
nvinfer1::IElementWiseLayer* control
= network->addElementWise(*input, *implicitTensor, nvinfer1::ElementWiseOperation::kPROD);
assert(control != nullptr);
std::string controlLayerName = "control_channels_" + std::to_string(layerIdx);
control->setName(controlLayerName.c_str());
output = control->getOutput(0);
}
if (block.at("type") == "shift_channels") {
nvinfer1::IElementWiseLayer* shift = network->addElementWise(*input, *implicitTensor,
nvinfer1::ElementWiseOperation::kSUM);
assert(shift != nullptr);
std::string shiftLayerName = "shift_channels_" + std::to_string(layerIdx);
shift->setName(shiftLayerName.c_str());
output = shift->getOutput(0);
}
else if (block.at("type") == "control_channels") {
nvinfer1::IElementWiseLayer* control = network->addElementWise(*input, *implicitTensor,
nvinfer1::ElementWiseOperation::kPROD);
assert(control != nullptr);
std::string controlLayerName = "control_channels_" + std::to_string(layerIdx);
control->setName(controlLayerName.c_str());
output = control->getOutput(0);
}
return output;
return output;
}