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ModelZoo
LPRNet_pytorch
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60e9d047
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60e9d047
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Mar 29, 2023
by
yuguo960516yuguo
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# License-Plate-Recoginition(LPR)
## 模型介绍
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,模型结构主要包含三部分:一个轻量级CNN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。此外模型使用CTC Loss和RMSprop优化器。参考论文
[
LPRNet: License Plate Recognition via Deep Neural Networks
](
https://arxiv.org/pdf/1806.10447v1.pdf
)
。
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