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This pull request introduces support for TensorRT-based Real-ESRGAN upscaling in the
lite
module. The most important changes include the addition of a new test function, updates to themodels.h
file to include the new model, and the implementation of the Real-ESRGAN class for TensorRT.TensorRT Real-ESRGAN Integration:
New Test Function:
test_tensorrt()
function intest_lite_realesrgan.cpp
to test TensorRT-based Real-ESRGAN upscaling. (examples/lite/cv/test_lite_realesrgan.cpp
, examples/lite/cv/test_lite_realesrgan.cppR23-R46)Model Header Updates:
trt_realesrgan.h
in themodels.h
file. (lite/models.h
, lite/models.hR137)TRTRealESRGAN
and nested it within theupscale
namespace. (lite/models.h
, [1] [2]Real-ESRGAN Implementation:
TRTRealESRGAN
class with methods for preprocessing, detection, and postprocessing intrt_realesrgan.cpp
. (lite/trt/cv/trt_realesrgan.cpp
, lite/trt/cv/trt_realesrgan.cppR1-R109)TRTRealESRGAN
class in the header filetrt_realesrgan.h
. (lite/trt/cv/trt_realesrgan.h
, lite/trt/cv/trt_realesrgan.hR1-R27)