This model was trained with 3 critic pretrain/GAN cycle repeats via NoGAN, in addition to the initial generator/critic pretrain/GAN NoGAN training, at 192px. This model uses a resnet101 backbone on a UNet with an emphasis on width of layers on the decoder side. It generally has less weird miscolorations than artistic, but it's also less colorful in general. Notably, it produces less "zombies"- where faces or limbs stay gray rather than being colored in properly. Stable: This model achieves the best results with landscapes and portraits. This adds up to a total of 32% of Imagenet data trained once (12.5 hours of direct GAN training). This model was trained with 5 critic pretrain/GAN cycle repeats via NoGAN, in addition to the initial generator/critic pretrain/GAN NoGAN training, at 192px. The model uses a resnet34 backbone on a UNet with an emphasis on depth of layers on the decoder side. Additionally, the model does not do as well as stable in a few key common scenarios- nature scenes and portraits. ![]() ![]() The most notable drawback however is that it's a bit of a pain to fiddle around with to get the best results (you have to adjust the rendering resolution or render_factor to achieve this). Something to keep in mind- historical accuracy remains a huge challenge! About the demoĪrtistic: This model achieves the highest quality results in image coloration, in terms of interesting details and vibrance. We'll get into the details in a bit, but first let's see some Simply put, the mission of this project is to colorize and restore old images andįilm footage. Try a few images for free! MyHeritage In Color We keep on developing new and exciting features that will help you experience your family history in a whole new way - as well as improving the features you already know and love.The most advanced version of DeOldify image colorization is available here,Įxclusively. With the new colorization model, MyHeritage In Color™ produces even more breathtaking results, especially when used in combination with the Photo Enhancer on MyHeritage. Using the MyHeritage photo features paints a new picture of your family history and breathes life into old family photos. We’re making several colorization models available because for some photos, a different model works better than others. If you’re happy with the new results, click “Save” if you prefer the previous version, click “Cancel”. You can then click on the photo to see how the previous version looked and compare the results. In the colorization settings you can change the colorization model, and click “Preview” to see how it looks. Selecting a colorization model in the colorization settings As can be seen, it suffers from poor colorization of army uniforms. The photo below was colorized by Judy Russell, the Legal Genealogist, back when MyHeritage In Color™ was first released. Examplesīelow are a few examples of photos that were colorized and enhanced using the earlier colorization models, with a comparison to the latest model. It resolves discoloration issues that occurred in some enhanced photos and produces better-looking results for non-enhanced photos as well. The new colorization model works especially well on higher resolution photos that have been enhanced and upscaled using the MyHeritage Photo Enhancer. Now, thanks to Jason and Dana’s relentless efforts to improve the quality of colorization further, we have released yet another model, named the July 2021 model, that takes colorization quality to new heights. Since its release in early 2020, we added the option to customize the colorization settings(including the option to select an alternative colorization model) and then released a new colorization model at the end of last year. ![]() We went on to release a whole toolbox of photo featuresto further improve your old family photos and bring them to life - but we never stopped working with DeOldify to make MyHeritage In Color™ even better. This was also the start of our collaboration with Jason and Dana from DeOldify who developed this wonderful technology. MyHeritage In Color™was the first feature we released for improving photos based on artificial intelligence, back in early 2020, and it became a huge success.
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