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yu4u avatar yu4u commented on June 3, 2024

You can insert synthetic watermarks into non-watermarked images to create training images.

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qazwsdc avatar qazwsdc commented on June 3, 2024

Yes I know.But it's difficult to split watermark because the watermark is already on images and have many changes.It's not a simple color watermark.
So is there a way to directly use watermarked images to train?

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yu4u avatar yu4u commented on June 3, 2024

So is there a way to directly use watermarked images to train?

Basically, no.
The original paper assumed that we could get multiple images generated by adding different watermarks to the original image, but it hardly happens.

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 avatar commented on June 3, 2024

hey,Hey, brother, the same needs, have you found a solution?

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CabbageWust avatar CabbageWust commented on June 3, 2024

我也在干这个事,正在训练, 不知道能不能达到效果

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 avatar commented on June 3, 2024

@CabbageWust https://www.zhihu.com/question/333086833/answer/841650555

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 avatar commented on June 3, 2024

@CabbageWust 我试过了,效果一般般,不能完全去干净,应该是那里需要修改

https://www.v2ex.com/t/599596

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CabbageWust avatar CabbageWust commented on June 3, 2024

多谢, 稍微看了下, 应该和我做法一样(把水印随机贴在同一图像的两个位置,作为一个样本对),但是目前训练的模型测试结果完全不像样..... 你能说下你训练的 样本数量、输入尺寸、 epoch、 和最后的loss吗 0.0

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