# tensorrt_retinaface_with_python

**Repository Path**: tulipdi/tensorrt_retinaface_with_python

## Basic Information

- **Project Name**: tensorrt_retinaface_with_python
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-01-20
- **Last Updated**: 2021-06-24

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README


# tensorrt_retinaface_with_python
just add python bindings for tensorrt_retinaface detect frame works (support onnx to tensorRT modules)

# tensorrt_retinaface_with_python
just add python bindings for tensorrt_retinaface detect frame works (support onnx to tensorRT modules)

# TensorRT ONNX with python bindings 

clone from https://github.com/wuchaodzxx/tensorrt_retinaface

I add python bindings for python3 support for tensortRT ONNX (+  opencv4)

# how to run:
# 1 ./build_all.sh 
# 2 cp build/libtensorrt_engine_lib.so  /usr/local/lib/
# 3 cd python && python3 setup.py install 
# you must have cuda , tensorRT , opencv4.x , python-boost installed 
# 4 convert onnx models to tensorRT
onnx2trt models/retinaface_mbv2_sim.onnx -o models/retinaface.trt
# 5 test 
cd python &&  python3 test.py 


# details:
tensorRT wrapper : tensorrt_engine_wrap.cc
python Modules   : python/trt_engine_retinaface_module.cpp python/setup.py 

# python Modules   :
references : 
https://github.com/PierreFritsch/OpenCV-Python-C-Module-for-Image-Processing/
https://github.com/Algomorph/pyboostcvconverter

OpenCV-Python-C-Module-for-Image-Processing project is simple but does not work for my opencv4 env . 
pyboostcvconverter is a little complicated.

i extract pyboost_cv4_converter.cpp from pyboostcvconverter , and combine it to OpenCV-Python-C-Module-for-Image-Processing