All the source code used in this project is available here.

此项目中使用的所有源代码都可以 在此处获得 。

The Internet is an unfiltered place. There is no guarantee what you would stumble across while you are casually scrolling through your feeds.

互联网是一个未经过滤的地方。 当您随意滚动Feed时，无法保证会偶然发现什么。

You could stumble across inappropriate or “Not-Safe-For-Work” images even in unassuming places on the Interweb.

即使在Interweb上不起眼的地方，您也可能会偶然发现不适当的图像或“工作不安全”的图像。

This led me to think of a solution that could filter out such content from the web. There were a few points to consider:

这使我想到了一种可以从Web过滤掉此类内容的解决方案。 有几点要考虑：

• All images should be monitored from the websites the user loads.应该从用户加载的网站监视所有图像。
• The images should be processed without having to leave the client machine.无需离开客户端计算机即可处理图像。
• It should be fast and should work on all websites.它应该很快并且应该在所有网站上都能正常工作。
• It should be open-source.它应该是开源的。

The solution? A web extension that would check if the images loaded in a page are NSFW and only display them if they are found to be safe.

解决方案？ 一个Web扩展程序，它将检查页面中加载的图像是否为NSFW，并且仅在发现安全后才显示。

输入NSFW过滤器 (Enter NSFW Filter)

NSFW Filter is a web extension which currently runs on Chrome and Firefox that uses Machine Learning to filter out NSFW images.

NSFW过滤器是一个网络扩展程序，当前在Chrome和Firefox上运行，它使用机器学习来过滤出NSFW图像。

The nsfwjs model is used to detect the content of the loaded images. This model was trained for the sole purpose of detecting NSFW images.

nsfwjs模型用于检测已加载图像的内容。 训练该模型的唯一目的是检测NSFW图像。

Using this model which has been optimised to be run on a browser, we built the extension that would read the images in a web page loaded in the browser and only make them visible if they are found to be safe.

使用经过优化可在浏览器上运行的模型，我们构建了扩展程序，该扩展程序可以读取浏览器中加载的网页中的图像，并仅在发现安全后才会显示它们。

开源开发模型 (Open-source development model)

NSFW Filter is completely open-source and it always will be.

NSFW过滤器是完全开源的，而且将一直如此。

With an awesome list of contributors from around the world, we will continue to improve it and add more features.

随着来自世界各地的杰出贡献者列表，我们将继续改进它并添加更多功能。

Since such a product does not exist yet, there could be more room for improvements and features that must have been completely missed by the current team.

由于尚不存在这样的产品，因此可能会有更多的改进空间和功能，而当前团队必须完全忽略这些功能。

So, we released it into the wild and started accepting contributions from developers across the world with broad ideas.

因此，我们将其发布了出来，并开始接受来自世界各地开发人员的广泛想法。

Now, we have our first release.

现在，我们有了第一个版本。

它是如何工作的 (How it works under the hood)

When a web page is loaded, the extension picks up all the images loaded on the page and hides the images from the user.

加载网页后，扩展程序将拾取页面上加载的所有图像，并向用户隐藏图像。

These images are then checked by the Machine Learning model which will detect NSFW content.

然后由机器学习模型检查这些图像，该模型将检测NSFW内容。

If the images are found not to have NSFW content, then they are made visible. The NSFW images remain hidden.

如果发现图像不包含NSFW内容，则使它们可见。 NSFW图像保持隐藏。

用例 (Use cases)

The uses of the extension are broad. Whether you are using it on your work computer or using it on your kids’ computer.

该扩展名的用途很广泛。 无论是在工作计算机上使用它还是在孩子的计算机上使用它。

You don’t want to stumble across NSFW content while you are at your work right?

您不想在工作时偶然发现NSFW内容吗？

You wouldn’t want your kids’ to accidentally stumbling across such content while they are doing a report for school, right?

您不希望您的孩子在为学校做报告时不小心绊倒这些内容，对吗？

The solution, use NSFW Filter!

解决方法，使用NSFW过滤器 ！

All the source code for this project is available in our GitHub repo.

该项目的所有源代码都可以在我们的GitHub存储库中找到 。

The project could be improved greatly by contributions from people with diverse ideas.

有不同想法的人的贡献可以大大改善该项目。

Any and all kinds of contributions are always welcome!

随时欢迎任何形式的贡献！

Happy coding!

编码愉快！