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TRTForYolov3

Desc

tensorRT for Yolov3

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Test Enviroments

Ubuntu  16.04
TensorRT 4.0.1.6
CUDA 9.0

Models

Download the caffe model converted by official model:

Run Sample

#build source code
git submodule update --init --recursive
mkdir build
cd build && cmake .. && make && make install
cd ..

#for mobilenet-yolov3-608

> sh demo.sh

Performance

ModelGPUModeInference Time
mobilenet-yolov3-608GTX 1080float3212.655ms
mobilenet-yolov3-608Jetson nanofloat32247.655ms
mobilenet-yolov3-lite-320Jetson nanofloat32114.055ms
mobilenet-yolov3-lite-320Jetson nanofloat1697.189 ms

Details About Wrapper

see link TensorRTWrapper