How to AI Upscale with ControlNet Tiles - High Resolution for Everyone!

Render 8K with a cheap GPU! This is ControlNet 1.1 tiles for Stable diffusion, together with some clever use of upscaling extensions.
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  • @sebastiankamph
    @sebastiankamph Жыл бұрын

    Download Prompt styles: www.patreon.com/posts/sebs-hilis-79649068 Please support me on Patreon for early access videos. It will also help me keep creating these guides: www.patreon.com/sebastiankamph

  • @canaldetestes4517

    @canaldetestes4517

    Жыл бұрын

    @@interesant7 Hi, as I'm an advertising man since 1975 we deal with images and photos pictures designs rights all the time, but people need to understand that if you send you work to the Internet this will be a trouble, when someone get your photo or you draw and copy it 100% and sell this is crime, but when you get some work on internet and use it to learn this is not a crime and we all do this since 1992 when internet start, just think and you will see this.Also when you use more than one article to write yours this is not crime because this is research, if you read about Rights you will see that has a lot more things evolved than people are saying, Artist would like to show his works to get applause and than start to complain this is the problem. Everything that we see theses days was create from something and this a "petrea"rule you don't take milk from stone.

  • @AnimalsSlaughterButchery

    @AnimalsSlaughterButchery

    Жыл бұрын

    The link doesn't open, is it exclusive for a specific countries?

  • @speculapros
    @speculapros10 ай бұрын

    2:04 leave everything default, except denoising to 0.15 for first pass (could go higher second pass) 2:32 check enable controlnet, re-copy image down below, preprocessor - tile_resample 2:57 model - control_v11f1e_sd15_tile [a371b31b] 3:37 leave default, except control mode - ControlNet is more important 3:50 for script - 'Ultimate SD upscale', target size to 'scale from image size' x2, upscaler - '4x UltraSharp'

  • @anushdsouza9632

    @anushdsouza9632

    4 ай бұрын

    im getting low opacity faces on some tiles of the image how to fix it

  • @AscendantStoic
    @AscendantStoic Жыл бұрын

    Few things:- 1-10:22 If you want an upscaler that adds details to skins try 4x_NMKD-Siax_200k or 4x_NickelbackFS_72000_G, when I upscaled using those two the person's skin went from plastic smooth to highly realistic (with blemishes, veins, wrinkles, pores, beauty marks...seems these upscalers were trained on photos specifically). 2-5:00 When I use the Seams Fix option in Ultimate Upscale I get 2 results, one of them before the seams fix and one of them after, and the one "after" barely has any noticeable seams whatsoever, so maybe try checking the "seams fix" option, either way it's still miles ahead of the original SD Upscale which suffered from ghosting issues between squares.

  • @sebastiankamph

    @sebastiankamph

    Жыл бұрын

    Got to try those upscaler models, thank you for the tip!

  • @lollihonk

    @lollihonk

    Жыл бұрын

    Thanks 🙏

  • @rproctor83

    @rproctor83

    Жыл бұрын

    I love nmkd, but it seems to add some kind of green tinting to the images. I've not heard of nickelback upscale, will check it out. thx!

  • @BesniaDarvar

    @BesniaDarvar

    Жыл бұрын

    Hello, where can I download the 4x_NickelbackFS_72000_G ?

  • @DanielPartzsch

    @DanielPartzsch

    Жыл бұрын

    Thanks! Can you please let us know, where to best download them?

  • @aliceleblanc7318
    @aliceleblanc7318 Жыл бұрын

    You know what? I really like how you take time to compare the before and after result of the old man's 2k and 4k version, switching serveral times between them. Sounds like a small thing but thats what most youtubers I've seen don't pay attention to, making it more of an effort to follow for their viewers, and are thus missing an opportunity to get theit point across. ....sside that the workflow you pieced together is awesome. THANK YOU! :D

  • @sebastiankamph

    @sebastiankamph

    Жыл бұрын

    Thank you for the kind words and your thoughtful response. It means a lot 😊

  • @kgsz
    @kgsz11 ай бұрын

    I love the way you explain things. You're truly a gifted educator.

  • @sebastiankamph

    @sebastiankamph

    11 ай бұрын

    Wow, thank you! 😊🌟

  • @mariokotlar303
    @mariokotlar303 Жыл бұрын

    Thanks for speaking up about your experience of being unable to get rid of seams. I've had exactly the same experience myself, great to know it's not just me. Big props for using photoshop to clearly demonstrate the seams and compare results of different seams-fix modes!

  • @sebastiankamph

    @sebastiankamph

    Жыл бұрын

    Thank you for the support, Mario. Greatly appreciated 😊💫

  • @anushdsouza9632

    @anushdsouza9632

    4 ай бұрын

    m getting low opacity faces on some tiles of the image how to fix it@@sebastiankamph

  • @sevret313
    @sevret313 Жыл бұрын

    You do not need to copy the image to the ControlNet when using img2img, if you leave it blank it will just copy the image you're using in img2img.

  • @parsley8188

    @parsley8188

    Жыл бұрын

    thx

  • @parsley8188

    @parsley8188

    Жыл бұрын

    good advice

  • @maxmustermann3938

    @maxmustermann3938

    Жыл бұрын

    I think he also forgot to replace the controlnet image with the upscaled ones so he has been using the low res 512*512 image in controlnet the entire time

  • @ryanhart9391

    @ryanhart9391

    Жыл бұрын

    Ok, thanks! Whew! I'm glad that's the case. I was already starting to get annoyed with that step.

  • @androidemulation5952

    @androidemulation5952

    8 ай бұрын

    ​@@maxmustermann3938nice catch. hopefully he see this.

  • @luizalexandre9720
    @luizalexandre9720 Жыл бұрын

    Greetings from Brazil. One of the best videos I've watched these last few days. It helped me a lot here.

  • @sebastiankamph

    @sebastiankamph

    Жыл бұрын

    Glad you liked it! 😊

  • @AltoidDealer
    @AltoidDealer Жыл бұрын

    I’ve been waiting for someone to upload this video, so glad to see you do it. Tile controlnet is so amazing. Btw, you don’t need to put an image into the preprocessor, it automatically fetches it from img2img. Your next video should be on the Inpainting model, which has rendered all “inpainting models” obsolete (Realisticvison-inpainting, etc etc)

  • @aaronamortegui345
    @aaronamortegui345 Жыл бұрын

    this is insane, thank a lot for this video, upscale like this way a picture is crazy

  • @jossipepegonzalez
    @jossipepegonzalez8 ай бұрын

    Dude, thank you so much for your content. It is fantastic. You have completely changed my experience of design and photomanipulation. Can't wait to see what you talk about next!

  • @sebastiankamph

    @sebastiankamph

    8 ай бұрын

    Great to hear! And welcome aboard! 🌟

  • @unheilbargut
    @unheilbargut Жыл бұрын

    Oh this is a godsend. I work on a children-book with a lot of photorealistic images in the moment and use a combined approach of oldschool Photoshop work and Stable Diffusion and struggle a bit with the upscaling in some images. I‘ll spend the rest of the night using this approach and think that it will solve my issues. Thanks for the great video!

  • @mrzackcole

    @mrzackcole

    Жыл бұрын

    I'm a composite artist doing the same kind of work. Would love to follow your journey! Are you sharing your work anywhere?

  • @rickarroyo
    @rickarroyo Жыл бұрын

    Very cool, Mr. Kamph! I will do some tests soon. Thank you very much

  • @jfosterdesigns
    @jfosterdesigns Жыл бұрын

    This is so incredibly helpful! Thank you very much!

  • @Deefail
    @Deefail3 ай бұрын

    The best tutorial ive watched. Amd im not even talking about the actual golden information, but just the way you do tutorials is great. Subscribed

  • @sebastiankamph

    @sebastiankamph

    3 ай бұрын

    Happy to hear that! Welcome aboard

  • @theresalwaysanotherway3996
    @theresalwaysanotherway3996 Жыл бұрын

    quick tip for speed: you can turn up the tile width to generate the upscale faster, as it requires less total tiles and so the total time waiting between each tile is reduced. It also allows controlnet when upscaling to retain more context from the image, theoretically resulting in a better picture. 768x768 is the obvious option to choose, but even higher is an option.

  • @sebastiankamph

    @sebastiankamph

    Жыл бұрын

    I had a think about this. For the 768 models, surely. But the ones trained on 512, I assume the image quality running 512 must be better compared to the speed gains? Either way, interesting thought.

  • @Steamrick

    @Steamrick

    Жыл бұрын

    @@sebastiankamph I've always found that even 512 models do find with higher resolutions once they have a framework to work with.

  • @edwardchyrek

    @edwardchyrek

    Жыл бұрын

    Nobody can mastrubate that quickly!

  • @morphles

    @morphles

    Жыл бұрын

    @@sebastiankamph The 512 models being limited to 512 is sorta legend at this point imo. Some of comunity models can do ~1024x800 very decently. crystalClearV1 (note v1, v2 seems to have screwed up) is very nice model for that. I'm pretty sure you can gen 768x768 with it with no problems. Though there is usual caveat that aspect ration is very important depending on prompt.

  • @fixelheimer3726

    @fixelheimer3726

    Жыл бұрын

    I've tried with 512,768,1024 and 2048.you get less mutations and stuff with higher tile size,if you also lose quality or depth, I'm unsure. One thing for sure going 2x in upscale multiple times is better than 4x for example in a single step regarding end quality

  • @Tushar5309
    @Tushar53099 ай бұрын

    OMG! This compilation is awesomazing!

  • @ronnykhalil
    @ronnykhalil Жыл бұрын

    MINDBLOWN. Thanks for going so in depth.

  • @sebastiankamph

    @sebastiankamph

    Жыл бұрын

    You're welcome! Thank you for the support you've given Ronny, it means a lot to me.

  • @Raddland
    @Raddland9 ай бұрын

    Oh my word, this is super helpful. Thanks for making the vid!

  • @76abbath
    @76abbath Жыл бұрын

    Thanks a lot Sebastian! Your explanations are very useful! ❤

  • @sebastiankamph

    @sebastiankamph

    Жыл бұрын

    😘😘

  • @yakuza25rus
    @yakuza25rus11 ай бұрын

    I understood everything from the first time and was able to repeat it myself, thank you a lot

  • @sebastiankamph

    @sebastiankamph

    10 ай бұрын

    Thank you for the comment, glad the video was helpful!

  • @jibcot8541
    @jibcot8541 Жыл бұрын

    I have made a few interesting (and scary!) image fails while using the ultimate upscaler grids with too high a denoising settings, I'm going to have to try this control net approach, it looks great thanks!

  • @parsley8188
    @parsley8188 Жыл бұрын

    I love the upscalers. I've seen them before but I never knew how to use them

  • @SabaSanatgar
    @SabaSanatgar Жыл бұрын

    This was a super helpful video for my potato PC. All it takes is time and I can make my own 1440p desktop backgrounds. And here I was saving up my pennies for a used 3090. Thanks!

  • @Alukardo11
    @Alukardo11 Жыл бұрын

    This is all was i asking for, similar to the Midjourney Upscaler in their Web. Many Thanks Sir

  • @crazymoe8494
    @crazymoe8494 Жыл бұрын

    Thanks for this video, made a few images whilst watching.

  • @Rainz_Storm
    @Rainz_Storm Жыл бұрын

    Thank you so much, this is really useful!

  • @davidbrinnen
    @davidbrinnen10 ай бұрын

    Very well explained. Thank you.

  • @Philson
    @Philson Жыл бұрын

    THANK YOU SO MUCH FOR THIS!

  • @coda514
    @coda514 Жыл бұрын

    Great content Seb. Informative as always, you help "demystify" all of these extensions for the common man. BTW, Did you see the display of still-life art? It was not at all moving.

  • @sebastiankamph

    @sebastiankamph

    Жыл бұрын

    Thanks! 😂💯

  • @SouthbayCreations
    @SouthbayCreations Жыл бұрын

    Thank you Seb! Fantastic info!! 🙏🙏

  • @sebastiankamph

    @sebastiankamph

    Жыл бұрын

    Happy to help! Thanks for your continued support 😊

  • @otofuefofinho3375
    @otofuefofinho3375 Жыл бұрын

    Thank you so much for sharing! Superb video!

  • @sebastiankamph

    @sebastiankamph

    Жыл бұрын

    Thank you!

  • @Jukahetube
    @Jukahetube Жыл бұрын

    I think the different results between stepped upscale and direct upscale are quite easy to explain. With the direct to 8k method each 'starting tile' is quite blurry so the controlnet has trouble doing it's job of making the added detail make sense within the context of the image. In comparison the downside of stepped upscaling seems to be general loss of detail at each pass which has a cumulative effect. I think both of these downsides can be mitigated and there is probably a sweet spot to be found for number of stages to maintain both coherence and detail. Some general rule like "fewer stages is better as long as each tile is sharp enough for controlnet to work" might apply. Or; "Two stages are good, three is ok, four will loose too much detail". Finally, if there are techniques that can be used to mitigate the loss of detail on the staged approach it might be superior overall.

  • @23dsin
    @23dsin Жыл бұрын

    Great! Thanks for your work!

  • @Hosiery1
    @Hosiery1 Жыл бұрын

    thank you for the amazing tutorials!

  • @sebastiankamph

    @sebastiankamph

    Жыл бұрын

    Thank you for the kind words! 🌟

  • @Lansolot
    @Lansolot Жыл бұрын

    This is getting so amazing. When I get a txt2image that's good, I will use it to gen a few images at 4k res with a .3 denoising. I then take them into photoshop as layers and erase all the bad parts until I have the best image. Then I take that image and upscale it to 8k. I resize that back down to 4k bring it back into photoshop and erase any bad detail it may have picked up. Then I set denoising to .15 or .2 and upscale to 8k. edit: I should mention if the txt2image you have has any imperfections they will be amplified, use inpainting to fix them first.

  • @hermitcleric
    @hermitcleric11 ай бұрын

    Firstly thanks a lot for the video, it was my starting point. So, I experimented a lot with this and found out that the reason you might be getting less detail and smoothed out skin is that while you're setting low denoise 0.15, and therefore very low freedom to create content, you're using sampler Euler a, which generates a lot of chaos. What I'm doing is setting denoise to 0.4, sampler DPM++ 2M Karras, but to compensate for the extra freedom I'm giving to the machine I crank up ControlNet's "Control Weight" to 2. I've achieved great results. You can also experiment with the CFG scale between 7 (default) and 14 if you want to force the machine to create certain details. Oh yeah, and DEFINITELY use Deliberate or Reliberate guys. These checkpoints are game-changing.

  • @Zeetkt
    @Zeetkt Жыл бұрын

    You can also use multidiffusion, it does basically the same thing automatically, and it actually ADDS detail instead of removing it.

  • @trsd8640

    @trsd8640

    11 ай бұрын

    @sebastian : Pls add Upscaling tutorial with Multidiffusion! The results seem to be better than with tiles. But my mac gets ot of memory on higher resolutions

  • @Herman_HMS
    @Herman_HMS Жыл бұрын

    Smoothing also comes from low number of steps. As denoise strentgh is lowering them, set them at least 100+, then steps on each tile will be 10+ with denoising around 0.1. It will provide more details and texture to images.

  • @sidewaysdesign
    @sidewaysdesign Жыл бұрын

    Regarding stepping up vs. max in one step, the images are so close to one another that you could stack the output in an app like Photoshop and paint in a mask that would blend the best aspects of each. Similarly, the background tiling example you showed could easily be masked over with a dedicated AI upscaler like Topaz.

  • @bryan98pa

    @bryan98pa

    Жыл бұрын

    But with A1111 you can add/fix some details while you upscale a photo

  • @Not4Talent_AI
    @Not4Talent_AI Жыл бұрын

    Have you tried going into photoshop and trying to apply one image's details (8k) to the (4k) other? Maybe with a highpass or something

  • @OnigoroshiZero
    @OnigoroshiZero Жыл бұрын

    Great video, thank you.

  • @alecubudulecu
    @alecubudulecu Жыл бұрын

    I like using the tule diffusion extensión instead. Same thing. Just I find it gives more granular control over the upscale. You can do quadrant prompting to target specific sections. And you can change the denoise or CFG just for the tiles or have heightxwidth custom settings for each tile

  • @orirune3079
    @orirune307911 ай бұрын

    One trick I recently discovered and started to experiment with is to generate two images, one with low denoising (0.15-0.25) and one with higher denoising (0.5-0.6). Then I load them both into Gimp, with the low denoised image above the high denoised one (so the less-changed image is on top). Then apply a transparent mask, and cycle between the images, and paint it over any parts where you think the low-denoised image needs more detail. This allows you to keep any good detail generated by the higher denoising, while having the majority of the image not overly changed. Of course, it takes a lot of time and effort, but I think it's worth it.

  • @pepsithebunny2404
    @pepsithebunny2404 Жыл бұрын

    Great, thank you.

  • @RSKT_music
    @RSKT_music Жыл бұрын

    I think you could use both of the results at the end. Use frequency separation in Photoshop and ad it to your 4k render. Erase the parts that don't work :)

  • @filmyk
    @filmyk11 ай бұрын

    6:34 To improve this we could use a photography technique, we could add noise to the image. In addition we could mask the noise according to the luminance of the photo, so that the noise is more pronounced in the dark elements of the image and less in the light ones, to affect the portrait as little as possible and as much as possible to the background. It is a common technique to remove banding from images.

  • @darkwing_the_spacecat
    @darkwing_the_spacecat Жыл бұрын

    What... the.... wow! Thank you so much!

  • @sebastiankamph

    @sebastiankamph

    Жыл бұрын

    You're welcome! 💫

  • @SensuTech
    @SensuTech Жыл бұрын

    Sorry for my idiot question but what is the difference with the same upscale in extra mode?

  • @ulamss5
    @ulamss5 Жыл бұрын

    5:15 thank you for that detailed look into seams. It's been driving me crazy. Someone who opened an issue mentioned that apparently it goes away in Linux, but I can't verify that.

  • @LordQuackyy
    @LordQuackyy Жыл бұрын

    Fantastic work, love learning from your videos as well as the great advancements from AI digital design and everything which is possible! I've not seen anywhere and unable to locate this anywhere currently. But are you aware of any AI or any suitable method from turning a 2d design to a 3d game ready asset without using blender? I'm happy if the result isn't perfect and requires some minor adjustments, but currently looking for a method to effectively reduce the time taken within blender.

  • @mauritv9240
    @mauritv9240 Жыл бұрын

    Very good Tutorial. Will try it out later :)

  • @sebastiankamph

    @sebastiankamph

    Жыл бұрын

    I'm sure you'll love it!

  • @AlphonsoPeluso
    @AlphonsoPeluso5 ай бұрын

    Hey, Great Video! Should we be using the upscaled image in ControlNet or leaving the 512x512 image is ok?

  • @bgtubber

    @bgtubber

    24 күн бұрын

    Good question! 🤔

  • @neonskimmer
    @neonskimmer Жыл бұрын

    Thank you for all your helpful videos! I noticed you are using Deliberate V2 in here, my current favorite. I'm upscaling a batch of images for a project and I've been using the _Inpainting_ version of Deliberate V2. Do you know if it makes a difference? I will do my own tests but intuitively I feel it might be more suitable but i'm an absolute newbie so I might be completely wrong here :)

  • @lyonstyle
    @lyonstyle Жыл бұрын

    fantastic video sebastian! everyone is sleeping on controlnet, it has tons of possibilities

  • @FirstLast-pu9ty
    @FirstLast-pu9ty Жыл бұрын

    You could also do a regular quick upscale and then send the scaled image back to in-paint and then mask an area where the detail was lost and regenerate that area using a new prompt that covers only that masked area. And then repeat for other areas. A blurry area like an out of focus background is not going to need any extra detail anyway. Only add detail where it's needed.

  • @user-dz6mt2jt4y
    @user-dz6mt2jt4y Жыл бұрын

    Good job, Thanks! 👍

  • @sebastiankamph

    @sebastiankamph

    Жыл бұрын

    You're welcome! 😊

  • @Youngsarg
    @Youngsarg7 ай бұрын

    Thank you again :)

  • @CleomokaAIArt
    @CleomokaAIArt Жыл бұрын

    Hi Sebastian love your videos and thanks for this one! So I experimented with this method, and compared to other AI upscaling options, and I must say Gigapixel AI is a significantly better option for upscaling especially its most recent version in speed, details and ease of use. I havent yet found a great upscaling method within automatic1111 / SD to get to 4k or above resolution (I do use hi res fix), that comes close to a commercial solution. Either way great video, I was just disappointed this didnt turn out to be the holy grail. Maybe soon in the future!

  • @pride7619
    @pride7619 Жыл бұрын

    thank you!

  • @hasuwini
    @hasuwini11 ай бұрын

    That was amazing my dude! Would love to have a continuation video with the same thing but working on a small video, like how to use controlnet in that manner with potato PC doing a small animation if possible upscaled... Let me know if that could be a thing!

  • @poponium
    @poponium Жыл бұрын

    many thanks ! ♥

  • @renegat552
    @renegat552 Жыл бұрын

    Very helpful. Thank you very much.

  • @sebastiankamph

    @sebastiankamph

    Жыл бұрын

    Happy to help! 💫

  • @sb6934
    @sb6934 Жыл бұрын

    Thanks !

  • @sinanisler1
    @sinanisler1 Жыл бұрын

    nice thanks my dude

  • @bazadliavas695
    @bazadliavas695 Жыл бұрын

    Thank you a lot!

  • @erikschiegg68
    @erikschiegg68 Жыл бұрын

    There is also an ONNX 4x-ultra_sharp model in the link provided by Sebastian, you can use this ONNX model with ChaiNNer and an AMD graphics card.

  • @manleycreations6466
    @manleycreations6466 Жыл бұрын

    To combat the over smoothing of details, you could bring it into Photoshop and use an unsharp mask to add detail, then send that back to SD to upscale.

  • @sebastiankamph

    @sebastiankamph

    Жыл бұрын

    I love unsharp mask! Good tip. I usually use it for final touches.

  • @hdawod
    @hdawod11 ай бұрын

    That's brilliant, Thanks a lot.

  • @sebastiankamph

    @sebastiankamph

    11 ай бұрын

    Glad you liked it!

  • @RHYTE
    @RHYTE Жыл бұрын

    What does the tile model do better compared to the ultimate sd upscaler tiling?

  • @theSato
    @theSato Жыл бұрын

    Thanks for covering this! Between you and other figures in the space like AITrepeneur, you're doing the great work of informing the SD/AI community on the latest tools and techniques.

  • @AltoidDealer

    @AltoidDealer

    Жыл бұрын

    The next thing they should be covering is the ControlNet Inpainting model… it obsoletes all “inpainting models”

  • @theSato

    @theSato

    Жыл бұрын

    @@AltoidDealer yee that's great

  • @lordzz00
    @lordzz00 Жыл бұрын

    Resolutionaries...lol, you just got yourself a subscriber. Oh and thanks for the awesome tut :)

  • @sebastiankamph

    @sebastiankamph

    Жыл бұрын

    Glad you enjoyed it! 😊🌟

  • @dante112d
    @dante112d Жыл бұрын

    thanks you, it''s so cool

  • @MikkoRantalainen
    @MikkoRantalainen Жыл бұрын

    Superb tutorial for scaling! Now I can generate high resolution images even with my old GTX 1060 3 GB card that's running my Linux desktop.

  • @sebastiankamph

    @sebastiankamph

    Жыл бұрын

    Nice!

  • @sevret313
    @sevret313 Жыл бұрын

    After playing with this a bit more it turns out that this tile controlnet is really good for img2img when you just want to edit the image. It keeps it similar enough to the original image while having enough freedom to do the necessary changes.

  • @mcchill8200
    @mcchill820011 ай бұрын

    fixing seams is always mildly painful, also thanks for the video, its always super informative

  • @madwurmz
    @madwurmz Жыл бұрын

    wow this works amazing! ☺☺

  • @DennisFrancispublishing
    @DennisFrancispublishing Жыл бұрын

    I still cannot get Controlnet 1.1 to show the new settings. should I clear the old ControlNet from my system and start over?

  • @rmagdalenom
    @rmagdalenom Жыл бұрын

    Amazing!

  • @johiny
    @johiny Жыл бұрын

    this is a game changer!

  • @yoda5477
    @yoda54777 ай бұрын

    Hello, Very clear and precise, so easy to reproduce, thanks a lot ! Any idea if there is such things as tiled outpainting available somewhere ? (to outpait but with lowres constraint

  • @Skittlz444
    @Skittlz444 Жыл бұрын

    That "smoothing" you're getting is actually the upscaler, 4x-Ultrasharp is actually not perfect at retaining details as you showed, it's very good, very efficient, and fast (being a GAN). I personally like LDSR for keeping details, it's slower by far and more memory intensive yes, but there is much less smoothing. Haven't tried with tiling and your work flow to try and scale to insane sizes, worth you trying out though

  • @Steamrick
    @Steamrick Жыл бұрын

    Have you tried iterating the control net? I mean, always inputting the img2img output into the control net for the next stage? Also, I'd try putting something regarding old skin into the prompt. You know, 'age spots', 'wrinkles', stuff like that. That should help, especially if you go for a bit higher denoise.

  • @TheStanislavson
    @TheStanislavson7 ай бұрын

    Thanks a lot mate! My AMD GPU, the poor soul was so freightened by the other methods that it outputed a wall of text praying to the DMT gods not to do upscales.

  • @RTW590
    @RTW590 Жыл бұрын

    How does this compare to doing a normal image to image at a higher resolution and then upscaling normally? Is the benefit of tile mainly for people with GPUs that can't handle the higher image to image resolution and upscaling or does it create better overall results?

  • @FuntribeCorp
    @FuntribeCorp Жыл бұрын

    I did a lot of test the last 4 days, working the same way as you (but updating the ControlNet reference image every time) and I found that the detail gain is really depending on the models but also of the prompt. Some models are slowly loosing details when some other are gaining amazing things...

  • @brettcameratraveler
    @brettcameratraveler Жыл бұрын

    From your tests, is this new method the very best for images scaled all the way up to 8K? Or do you recommend a previous method if you are running a RTX card with 12+gigs of vram? How about upscaling 4K KZread (compressed) video to 8K? Is Topaz Video the best?

  • @substandard649
    @substandard649 Жыл бұрын

    Great video. How would your workflow change if you had 24gb of VRAM?

  • @bornTwoFight
    @bornTwoFight Жыл бұрын

    Great tutorial

  • @sebastiankamph

    @sebastiankamph

    Жыл бұрын

    Thank you!

  • @ihavetubes
    @ihavetubes Жыл бұрын

    amazing video

  • @sebastiankamph

    @sebastiankamph

    Жыл бұрын

    You're amazing

  • @mamadsc
    @mamadsc Жыл бұрын

    About the loss of details between the 2048 and 4096, I have two comments after doing some experiments : 1.Shouldn't you feed back the resulting image to ControlNet image after each pass (or just removing the image from ControlNet, it will automatically select the image being img2img) ? Because in your example the 4096 image is being built from the control of a 512px, I guess it makes sense that it would lose a lot of details. 2.I'd try to add more Denoising strength. 0.15 seems low for the amount of new pixels being created between 2048=>4096. Without letting the model denoise more, I think it has to look more "smooth" due to the basic resizing and expansion of pixels. Anyway, great video thanks :)

  • @Kryptonic83
    @Kryptonic83 Жыл бұрын

    great info

  • @ysy69
    @ysy69 Жыл бұрын

    thank you always for your great tutorial videos. Do you know if there's a way to also set the upscaling images to higher DPI ?

  • @sebastiankamph

    @sebastiankamph

    Жыл бұрын

    I don't think (?) SD supports this. Change in Photoshop.

  • @santosic
    @santosic Жыл бұрын

    Where has that SD upscaler + control net tiles combo been my whole life (well, my short Stable Diffusion life anyway)?? That is huge. I will never upscale the old way again lol! 😅

  • @ShayVidas
    @ShayVidas Жыл бұрын

    i dont see any models when i try to open that models tab in controlnet, but i see a LOT of models in the stable-diffusion-webui\extensions\sd-webui-controlnet\models folder does someone else have this issue ?

  • @Naundob
    @Naundob7 ай бұрын

    Nice! What would be the workflow/change if I don't want to change the resolution but just add more details to a blurry photo?

  • @eranfeit
    @eranfeit11 ай бұрын

    Thanks for great tutorial . Why did'nt you update the denoising to 0 (zero) ? why the value is 0.15 ?

  • @iLEZ
    @iLEZ Жыл бұрын

    Might be good to add that it's important to choose a sampler that works with this method. Euler a seems to yield good results, I've tried some others and I get incredibly blotchy results.

  • @z1mt0n1x2
    @z1mt0n1x2 Жыл бұрын

    My potato PC thanks you!!

  • @blx9670
    @blx9670 Жыл бұрын

    How about generating both the stepped version and the straight to 8k version and then blending and masking both in photoshop or photopea? That way you could bring out more detail and still avoid the blurriness in places where it matters.

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