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您好,代码中用到的resnet18网络,我没有在原论文的介绍中看到啊,能不能麻烦你详细介绍一下wpodnet那部分 #5
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resnet18作为特征提取器,生成的特征图上,以YOLO的检测原理,每一个cell中,有目标object的置信度,以及相应预测的仿射变换矩阵。 |
请问答主这边有训练好的表现比较好的权重文件嘛?原代码的这个感觉表现比较差
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From: ***@***.***>
Sent at: 2024年5月7日(Tue) AM10:56
To: ***@***.***>;
Cc: ***@***.******@***.***>;
Subject: Re: [HibikiJie/LicensePlate] 您好,代码中用到的resnet18网络,我没有在原论文的介绍中看到啊,能不能麻烦你详细介绍一下wpodnet那部分 (Issue #5)
resnet18作为特征提取器,生成的特征图上,以YOLO的检测原理,每一个cell中,有目标object的置信度,以及相应预测的仿射变换矩阵。
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可以自行添加真实车牌数据训练 |
我自己训练的效果并不是那么好,由于水平有限,所以很难找出问题在哪
…---Original---
From: ***@***.***>
Sent at: 2024年5月22日(Wed) AM10:18
To: ***@***.***>;
Cc: ***@***.******@***.***>;
Subject: Re: [HibikiJie/LicensePlate] 您好,代码中用到的resnet18网络,我没有在原论文的介绍中看到啊,能不能麻烦你详细介绍一下wpodnet那部分 (Issue #5)
可以自行添加真实车牌数据训练
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CCPD2019的数据几乎只在一个地方采集,所以车牌检车会较弱。而且车牌号的识别全部使用合成数据产生,对于unseen的数据可能适应性不好。这需要额外的真实数据。 |
好的,感谢解答
…---Original---
From: ***@***.***>
Sent at: 2024年5月22日(Wed) AM10:26
To: ***@***.***>;
Cc: ***@***.******@***.***>;
Subject: Re: [HibikiJie/LicensePlate] 您好,代码中用到的resnet18网络,我没有在原论文的介绍中看到啊,能不能麻烦你详细介绍一下wpodnet那部分 (Issue #5)
CCPD2019的数据几乎只在一个地方采集,所以车牌检车会较弱。而且车牌号的识别全部使用合成数据产生,对于unseen的数据可能适应性不好。这需要额外的真实数据。
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