

Have you ever had to view or process poor quality images? Maybe an image from an old camera with a low resolution, a poorly photographed eBay auction item, or a forum post that only shows a thumbnail and not the full image? There's usually nothing you can do to improve the quality of such images. While you may be able to find a better version, for example, by running a reverse image search, this is not guaranteed.

Microsoft believes it has the answer to this question. Turing Image Super-Resolution is using artificial intelligence to enhance images. Already used on Bing Maps and currently rolling out to some Microsoft Edge Canary users, Microsoft believes its technology will eliminate bad and low-resolution imagery everywhere in the future.
Turing Super-Resolution’s ultimate mission is to transform any application where people view, consume or create media into a “high definition” experience. We're working closely with key teams at Microsoft to explore how to bring this vision to life in more places and on more devices.
Microsoft published a blog post on the official Microsoft Bing blog explaining the technology. Several before and after photos are provided to highlight the changes Turing-ISR made to the original photo. The thumbnail images released by Microsoft are of poor quality and require opening the image or saving it to your local system to compare the full resolution version.
When you do this, you may notice that Turing Image Super-Resolution is able to perform different operations on the source image. In addition to immediately increasing the resolution of an image, it can also improve its clarity or otherwise enhance it.

Microsoft has already used the aerial imagery feature in Bing Maps This new technology. Microsoft says it has rolled out the feature to "most of the world" and that 98% of side-by-side test users preferred the enhanced image over the original image.
Some Microsoft Edge Canary users are already seeing image enhancements in the browser. Microsoft is currently not providing details about its implementation in Edge, but explains that it is using a content delivery network to enhance images to avoid duplication of images.
According to the blog post, the company aims to make "Microsoft Edge the best browser for viewing images on the web."
The technical section of the blog post provides details of the model, including how it cleans, enhances, and scales images. These improvements apply to a variety of images, including images with text.
The above is the detailed content of Microsoft Turing Image Super-Resolution promises to eliminate low-resolution images everywhere. For more information, please follow other related articles on the PHP Chinese website!

2400×1080分辨率是16:10的2K。2K是一个通用术语,指屏幕或者内容的水平分辨率达约2000像素的分辨率等级;最标准的2K分辨率为2048×1024,数字影院放映机主要采用这种分辨率。显示器的屏幕分辨率通常用宽和高来划分范围,也就是水平和垂直范围内能够达到的“最大像素点”,以屏幕分辨率达到“2400x1080”为例,实际上它已经算是“2K”屏幕了。

2880x1800分辨率是2.8k。屏幕分辨率是指纵横向上的像素点数,单位是px;屏幕分辨率确定计算机屏幕上显示多少信息的设置,以水平和垂直像素来衡量。2880x1800分辨率是指其水平像素数为2880个,垂直像素数18000个,即屏幕上总共有“2880x1800=5184000”个像素点。

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2400*1080分辨率是16:10的2K。2400*1080分辨率是指其水平像素数为2400个,垂直像素数1080个。而2K是指屏幕或者内容的水平分辨率达约2000像素的分辨率等级;所有水平分辨率在2000像素左右的屏幕,都属于2K的所属类别。

3840*1080是4K分辨率。3840*1080分辨率是指水平像素数为3840个,垂直像素数1080个,而4K分辨率是指水平方向每行像素值达到或者接近4096个;3840*1080属于4K分辨率,是2K投影仪和高清电视分辨率的4倍,属于超高清分辨率。

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众所周知,Windows提供了调整屏幕分辨率的功能。但是,它确实提供了某些固定数字,因此用户需要创建一个自定义数字。不幸的是,内部显示器不支持自定义比率,仅支持内部显示器,例如第二台显示器。一些用户希望能够根据他们使用的显示器为他们的PC选择最佳显示设置。他们可能想要修改屏幕分辨率或颜色深度或刷新率等。通过更改或个性化分辨率设置,您可以更改屏幕外观,包括图标大小、字体大小和颜色深度。使用哪种工具将取决于您系统的硬件规格。在使用计算机时,为您的显示器设置正确的比率至关重要。如果您使用的分辨率对于当

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