Name		Name	Last commit message	Last commit date
parent directory ..
CMakeLists.txt		CMakeLists.txt
README.md		README.md
export_onnx.py		export_onnx.py
inference.py		inference.py
main.cpp		main.cpp
origin.jpg		origin.jpg
prediction.jpg		prediction.jpg

README.md

Fully Convolutional Networks GluonCV=>ONNX=>TensorRT

1.Reference

FCN: Fully Convolutional Networks for Semantic Segmentation
GluonCV Tutorial: Getting Started with FCN Pre-trained Models

2.Export ONNX Model

python3 export_onnx.py

3.Build tensorrt_inference Project

cd ../  # in project directory
mkdir build && cd build
cmake ..
make -j

4.Run tensorrt_inference

cd ../../bin/
./tensorrt_inference FCN ../configs/FCN/config.yaml ../samples/detection_segmentation

5.Results