PlateDetection-onnxruntime

车牌检测+车牌校正+车牌识别（文字和颜色）

支持如下：

• 1.单行蓝牌
• 2.单行黄牌
• 3.新能源车牌
• 4.白色警用车牌
• 5.教练车牌
• 6.武警车牌
• 7.双层黄牌
• 8.双层白牌
• 9.使馆车牌
• 10.港澳粤Z牌
• 11.双层绿牌
• 12.民航车牌

Dependecies:

• OpenCV 4.x
• ONNXRuntime 1.7+
• OS: Tested on Windows 10 and Ubuntu 20.04
• CUDA 11+ [Optional]

Build

mkdir build
cd build
cmake .. 
cmake --build .

Run

# On Linux ./yolo_ort --model_path "../models/plate_detect.onnx" --plate_path "../models/plate_rec_color.onnx" --image "../images/Quicker_20220930_180919.png" --class_names "../models/plate.names" --gpu

References

• YOLO v5 repo: https://github.com/ultralytics/yolov5
• YOLOv5 Runtime Stack repo: https://github.com/zhiqwang/yolov5-rt-stack
• ONNXRuntime Inference examples: https://github.com/itsnine/yolov5-onnxruntime
• 车牌检测训练：https://github.com/we0091234/Chinese_license_plate_detection_recognition
• 车牌识别训练：https://github.com/we0091234/crnn_plate_recognition