Name		Name	Last commit message	Last commit date
parent directory ..
samples		samples
CMakeLists.txt		CMakeLists.txt
FCN.cpp		FCN.cpp
FCN.h		FCN.h
README.md		README.md
config.yaml		config.yaml
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 FCN_trt Project

mkdir build && cd build
cmake ..
make -j

4.Run FCN_trt

./FCN_trt ../config.yaml ../samples

5.Results