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tensorrt_crnn's Introduction

tensorRT_CRNN

For the Pytorch implementation, you can refer to wuzuowuyou/CRNN_Chinese_Characters_res18_senet

How to run

1. generate wts file. from pytorch
python CRNN_Chinese_Characters_res18_senet/demo_get_wts_for_trt.py
// a file 'refinedet.wts' will be generated.

2. build tensorRT_CRNN and run or Using clion to open a project(recommend)
Configuration file in configure.h
You need configure your own paths and modes(SERIALIZE or INFER)
Detailed information reference configure.h
mkdir build
cd build
cmake ..
make

dependence

TensorRT-7.2.3.4
OpenCV 3.4.6
libtorch 1.7

More Information

wuzuowuyou/CRNN_Chinese_Characters_res18_senet
wuzuowuyou/crnn_libtorch
wuzuowuyou/tensorRT_CRNN
wang-xinyu/tensorrtx
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