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klyldh
LPR
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a042a5cf
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a042a5cf
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Mar 01, 2023
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liuhy
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a042a5cf
#
l
icense-
p
late-
r
ecoginition(LPR)
#
L
icense-
P
late-
R
ecoginition(LPR)
## 模型介绍
深度学习车牌检测与识别,
检测结果包含车牌矩形框和4个角点,
主程序是detect_rec_img.py,运行程序前需要确保您的机器安装了pytorch
LPR是一个基于深度学习技术的车牌识别模型,主要识别目标是自然场景的车牌图像。
## 模型结构
模型采用LPRNet,主要包含三部分:基于一个轻量级CNN的主干网络、基于预定位置的字符分类头部、基于贪婪算法的序列解码。
车牌识别模块,可以更换成crnn网络做识别,也可以更换到传统图像处理方法分割字符后逐个字符识别,
在这个车牌检测和识别系统里,我觉得最重要的是前面的车牌检测与矫正模块,因为如果前面没做好,
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@@ -16,7 +19,6 @@ python test.py --export_onnx true
推理onnx模型:
python LPRNet_ORT_infer.py
## 模型结构
## 数据集
## 训练及推理
## 性能和准确率数据
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