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| Name | ESRGAN Universal Models Visual Comparison |
| Video Uploader | Video From Philip Hofmann |
| Upload Date | This Video Uploaded At 06-10-2022 18:00:01 |
| Video Discription | --- Update Section --- 10.Nov 2022: I had been working on a website that features more such examples with public models as in this video. Set 4 in the Multiple Models subpage is the newest and most extensive with ~300 models. The examples in this video are Set 1. The Webpage is here: https://phhofm.github.io/upscale/introduction.html --- End Update Section -- Hello :) Intro: Since the upscale wiki contains a lot of pretrained ESRGAN models, and I could not find a visual comparison of those, I made one of the Universal Models in this video. I show three examples, and provide the links to more comparisons for you to examine yourself, as this video is a subjective selection of which one I like most for a given image. This is just for the Universal Models since all others are specialized, but I could do more videos like this if requested for example on the Art/Pixel Art Models, and/or the Realistic Photos Models etc. Source: I tried to include some different images as source, some are photos of my own from hiking, a painting, and computer builds. I additionally included some of my generated images with Midjourney AI, some free graphics of the freedoom project https://github.com/freedoom/freedoom and a screenshot of the public domain (as far as I know, but might be mistaken) movie Charade from 1963. Application used: chaiNNer, as found on https://github.com/chaiNNer-org/chaiNNer Models: The pretrained universal ESRGAN models used from the upscale wiki on https://upscale.wiki/wiki/Model_Database#Universal_Models CountryRoads Remacri UltraSharp UltraMix-Balanced UltraMix-Restore UltraMix-Smooth UniScale-Restore UniScale-Balanced UniScale-Interp UniScaleNR-Balanced UniScaleNR-Strong UniScale-Restore UniScaleV2-Soft UniScaleV2-Moderate UniScaleV2-Sharp realsrgan-minus Misc FuzzyBox Lollypop UniversalUpscalerV2-Neutral UniversalUpscalerV2-Sharp UniversalUpscalerV2-Sharper NMKD Siax 1 not used because of not supported by chaiNNer error message 2C2-ESRGAN-Nomos2K Comparison Links: Buddy Photo: https://imgsli.com/MTI4NDE3 Hike Photo: https://imgsli.com/MTI4NjY3 Grat Photo: https://imgsli.com/MTI4NjY5 View Photo: https://imgsli.com/MTI4Njc1 PC Build Photo: https://imgsli.com/MTI4Njcx 200Fr PC Build Photo: https://imgsli.com/MTI4Njcz Sunflower Painting Photo: https://imgsli.com/MTI4NjY4 Charade1963 Screenshot: https://imgsli.com/MTI4NDIy Wuffy Generated: https://imgsli.com/MTI4NDE5 Child Generated: https://imgsli.com/MTI4NjI4 Sir Foxy Generated: https://imgsli.com/MTI4Njc0 Freedoom Texture: https://imgsli.com/MTI4NDEz Freedoom Sprite: https://imgsli.com/MTI4NDE1 Freedoom Titlepic: https://imgsli.com/MTI4Njcw Own comparison: 1. Download the source_upscaled archive 2. Take the source image that you would like to compare (always the smallest one with the shortest name, for example "buddy.jpg") 3. Upscale with factor 4x with your upscaling service, export to .png 4. Compare your result with the final results provided in the source_upscaled archive Data links: source_upscaled.zip (2.11 GB) https://drive.google.com/file/d/14-sqPirq_OmJTP3t9tTufakWi83x_KMC/view?usp=sharing source_upscaled.zpaq () Cropped Buddy Faces https://drive.google.com/file/d/1UhUtDfgFjZUTg5fgM_9t-AQHvmcuL-6D/view?usp=sharing Source Images Overview https://drive.google.com/file/d/1W1JrfHJjXAHo6dD2sgQH5D_5FnJrjP-u/view?usp=sharing Quality: Keep in mind that the images used in the imgsli slider comparison as shown in the video are of lower quality. They have been compressed/converted to .jpg with https://png2jpg.com/ because of size restrictions on upload. I wanted the original plus all versions in one comparison link. Use the source_upscaled archive for a fair comparison since we want to compare apples with apples. Additional Notes: Data archive contains two additional images not included in imgsli links. Thank you for watching :) Timestamps 00:00 Introduction 00:18 Upscale Wiki Model Database 00:52 Universal Models Used 01:08 Images overview 01:49 Upscaled Face Overview 01:57 Slider Comparison Explanation 02:49 First Example "Buddy" 06:25 Final Selection comparison to original 06:47 Second Example "Hike" 09:27 Final Selection comparison to original 10:11 Third Example "Wuffy" 12:53 Final Selection comparison to original [0TYRDmQ5LZk] |
| Category | Education |
| Tags | ESRGAN | ESRGAN Models | ESRGAN Universal Models | Universal Models | Upscaling | ESRGAN Upscaling | chaiNNer | Upscaling Wiki |
