Automatic License Plate Recognition Implementation on Jetson Nano

Prerequisite

1. Requires TensorRT 6.x+

Use the command below to check tensorrt version

$ ls /usr/lib/aarch64-linux-gnu/libnvinfer.so*

2. Install pycuda using the script provided

$ ./install_pycuda.sh

3. Install pytorch using the script provided

$ ./install_pytorch.sh

4. Build plugin

$ cd plugins
$ make

5. Download required dependencies

$ pip3 install -r requirements.txt

Run Program

$ ./start_main.sh

References

1. https://github.com/jkjung-avt/tensorrt_demos

2. https://github.com/kfengtee/crnn-license-plate-OCR