Name		Name	Last commit message	Last commit date
parent directory ..
samples		samples
CMakeLists.txt		CMakeLists.txt
MiniFASNet.cpp		MiniFASNet.cpp
MiniFASNet.h		MiniFASNet.h
README.md		README.md
config.yaml		config.yaml
export_onnx.py		export_onnx.py
main.cpp		main.cpp

README.md

MiniFASNet MXNet Gluon=>ONNX=>TensorRT

1.Reference

MiniFASNet github: https://github.com/minivision-ai/Silent-Face-Anti-Spoofing

2.Export ONNX Model

export 2.7_80x80_MiniFASNetV2 model

python3 export_onnx.py

export 4_0_0_80x80_MiniFASNetV1SE model

python3 export_onnx.py --weights_file ./resources/anti_spoof_models/4_0_0_80x80_MiniFASNetV1SE.pth

3.Build MiniFASNet_trt Project

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

4.Run MiniFASNet_trt

./MiniFASNet_trt ../config.yaml ../samples

5.Results

sample	result
0.jpg	fake
1.jpg	fake
2.jpg	real
3.jpg	real
4.jpg	fake
5.jpg	fake