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🔥🔥NSFW implement in pytorch(色情图&性感图识别,本程序经过了线上大数据集测试,性能优异效果良好)🔥🔥

Python 98.45% Shell 1.55%
image-classification image-recognition nsfw pytorch resnet resnet101

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nsfw-resnet's Issues

nsfw_data_scraper 图像url99%失效

nsfw_data_scraper 中给出来的所有url,失效的数据过多,不知道楼主有没有下载好的数据,可以提供网盘吗?另一份数据集,类别过多,我仅仅只想训练一个5种类别的模型,,且没有明确定义的pron类别。

关于训练

你好,我这边测试感觉很好,感谢你的分享,我想知道使用resnet50 和101 两者相差多少呢,您的训练集规模大概是多少呢,感谢

License

Hi! I notice there is no LICENSE specify.

Do you mind providing one?

Thank you

PreTrain model

Hi! Could be possible to get a pre-train model?

Thank you

预测模型参数

您好,可以提供一下训练好的预测模型参数么?想测试一下模型效果,之前的百度网盘的链接失效了,谢谢您。

关于训练

你好 我的数据分4类,每类10w左右,我finetune 所有layer,batchsize 128,lr 0.05 我发现迭代2个epoch模型的val acc 就可以到0.98左右,没感觉到是过拟合,但是实际测试的时候效果不是很好,许多正常的图片也会被误识别为性感的图片而且置信度还很高,感觉很怪,难道是网络过拟合了?但是观察val上的表现又不像,不知道您有没有遇到过这种情况,感谢

模型参数或数据集

大佬您好,感谢您的开源项目!!!
请问方便分享一下模型参数或者数据集吗?打扰了哈

classes 里 girl 类别代表了什么?

hi,您好。我看了一下您的代码,似乎是分成了把图像六类:['drawings', 'girl', 'hentai', 'neutral', 'porn', 'sexy']。我想问一下,girl这类代表了什么?非色情的女性?

作者能提供模型么?

作为新手的我,连预测用的模型路径都没看懂……
作者能提供一下你的模型么?
还有运行必须的目录结构?
感激不尽!!!

如何训练高准召模型

你好,我想使用您的代码,在自己的数据上训练一个鉴黄模型,目标是黄图VS正常图片的二分类。数据都是动漫图片。目标只有一个,即把露点的黄图一定要全部检测出来,不能放过黄图,正常图片的一部分被当成黄图可以接受。
我用您的代码训练了一下,黄图检测准确率不够高,所以想请教一下,我应该如何提升模型的鉴黄能力,来满足上述目标,数据有几十万张,期待您的回复,谢谢

预训练模型

麻烦大佬提供下预训练模型,想训练/测试下,谢谢啦。

the value of loss

想问下模型在训练集和验证集的loss值大概是多少?

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