The algorithm can’t recreate detail that is too small to be visible but it can make amazing predictions about edges, shapes, contours, and patterns that traditional algorithms simply cannot. In this case, we gathered a set of images, scaled them down, and then ‘taught’ the algorithm to go from the scaled-down version to the original resolution, high-quality image, predicting the values of each new pixel. One of the uses of machine learning, on a very fundamental level, is to make predictions about things. How does it all work?Īs computers get ever more powerful, the additional power opens up new possibilities. Now, with ML Super Resolution, scaling up an image to three times its original resolution is no problem at all. ![]() The differences are pretty huge! And the new PSD engine is an ongoing project, so we’re certainly not done – we’ll be making more improvements as we continue to develop Pixelmator Pro.Pretty incredible, right? Until now, if an image was too small to be used at its original resolution, either on the web or in print, there was no way to scale it up without introducing visible image defects like pixelation, blurriness, or ringing artifacts. This was inspired by a real-world case – the template files you can find on the Apple Design Resources page. A quick exampleīelow, we’ve got a quick visual example of how certain PSD files with some advanced PSD features (smart filters with masks and certain layer styles) would be opened in the previous version of Pixelmator Pro. This was needed because Pixelmator Pro now supports some much more advanced features in PSDs that these apps don’t. Support for text layers has also been improved a great deal – there’s now support for advanced features like SF Symbols sizing and improved handling of line height, spacing, and indents.Ī really nice extra detail is that you can now optimize exported PSDs for Apple pro apps like Final Cut Pro and Motion. This includes support for PSB files (very large PSDs), layered TIFF files (which actually include embedded PSDs), way better support for effects, and even support for some adjustment layers (such as Hue/Saturation, Exposure, Invert, and Channel Mixer). In addition to this, there’s a whole lot more that we’ve added. Layered TIFFs, PSBs, improved effects, and more They’ll also be exported as shapes from Pixelmator Pro, bringing much improved compatibility! Now, they’ll be opened as vector shapes, which is a really big deal. Previously, PSD shape layers would be opened as image layers in Pixelmator Pro. There are so many things that have been improved with regard to PSD support, but one of the most important ones is support for shapes in PSDs. ![]() Also, we dived really deep into the PSD format itself and have a much better understanding of it, with some fantastic internal documentation and a great foundation for even more improvements in the future. A cool note is that for the reading and writing part of this project, we used the Rust programming language. This was a really big project and took us almost a year to complete. And we’ve completely rewritten it to be faster, safer (crash-free!), and much more advanced. Today, we’re releasing Pixelmator Pro 2.1.3, which includes a huge update to our support for Adobe Photoshop files – in fact, we’ve rewritten the entire engine that handles this from the ground up.įirst of all, what’s the PSD engine? It’s what we call the part of the app that handles reading, opening, and writing PSD files – in a nutshell, everything to do with PSDs. AugPixelmator Pro 2.1.3 brings huge improvements to PSD supportĪfter a short summer break, the entire Pixelmator Team is back at work, continuing our quest to create the world’s best image editor! And boy do we have some great stuff in store for you over the coming months.
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