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897486562 avatar 897486562 commented on May 31, 2024

1 (1)

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897486562 avatar 897486562 commented on May 31, 2024

这是我的训练数据,使用预训练模型并不能检测到年月日三个字,自己标注训练后,之前能检测的到的数字反而检测不到了

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courao avatar courao commented on May 31, 2024

你的数据量有多少啊,我怀疑你的数据如果不够的话可能会欠拟合,
输入图片可以不做调整
一个建议是如果数据比较少的话可以和其他公开数据集一起训练提升泛化性

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897486562 avatar 897486562 commented on May 31, 2024

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897486562 avatar 897486562 commented on May 31, 2024

0 1
您好 经过了一些修改 现在loss值可以收敛了
现在对于上图中的“年”字检测不到的问题,您有什么建议呢,是否此模型对于单字符检测不是很准确?

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courao avatar courao commented on May 31, 2024

嗯确实会有这样的问题,解决方案是增加一些单独字符的样例提升泛华性能

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zty8599 avatar zty8599 commented on May 31, 2024

0 1
您好 经过了一些修改 现在loss值可以收敛了
现在对于上图中的“年”字检测不到的问题,您有什么建议呢,是否此模型对于单字符检测不是很准确?

请问您进行了什么修改使loss下降了呢

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rahulct-commits avatar rahulct-commits commented on May 31, 2024

Hey @courao @897486562 @zty8599 can you please tell me what is the correct format of training dataset? Atleast, can you please drop the link to original dataset so that I can figure out how the original format looks like.

Thanks,
Rahul

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