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

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Жыл бұрын

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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4x Ultrasharp model: mega.nz/folder/qZRBmaIY#nIG8K...
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@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 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 Жыл бұрын

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

@speculapros 10 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 4 ай бұрын

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

@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 Жыл бұрын

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

@lollihonk Жыл бұрын

Thanks 🙏

@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 Жыл бұрын

Hello, where can I download the 4x_NickelbackFS_72000_G ?

@DanielPartzsch Жыл бұрын

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

@kgsz 11 ай бұрын

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

@sebastiankamph 11 ай бұрын

Wow, thank you! 😊🌟

@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 Жыл бұрын

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

@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 Жыл бұрын

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

@anushdsouza9632 4 ай бұрын

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

@aaronamortegui345 Жыл бұрын

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

@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 Жыл бұрын

Glad you liked it! 😊

@rickarroyo Жыл бұрын

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

@Tushar5309 10 ай бұрын

OMG! This compilation is awesomazing!

@ronnykhalil Жыл бұрын

MINDBLOWN. Thanks for going so in depth.

@sebastiankamph Жыл бұрын

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

@jossipepegonzalez 8 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 8 ай бұрын

Great to hear! And welcome aboard! 🌟

@jfosterdesigns Жыл бұрын

This is so incredibly helpful! Thank you very much!

@Raddland 10 ай бұрын

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

@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 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?

@Deefail 3 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 3 ай бұрын

Happy to hear that! Welcome aboard

@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)

@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!

@yakuza25rus 11 ай бұрын

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

@sebastiankamph 11 ай бұрын

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

@76abbath Жыл бұрын

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

@sebastiankamph Жыл бұрын

😘😘

@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 Жыл бұрын

thx

@parsley8188 Жыл бұрын

good advice

@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 Жыл бұрын

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

@androidemulation5952 9 ай бұрын

@@maxmustermann3938nice catch. hopefully he see this.

@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 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 Жыл бұрын

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

@edward.david_lol Жыл бұрын

Nobody can mastrubate that quickly!

@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 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

@crazymoe8494 Жыл бұрын

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

@SouthbayCreations Жыл бұрын

Thank you Seb! Fantastic info!! 🙏🙏

@sebastiankamph Жыл бұрын

Happy to help! Thanks for your continued support 😊

@Alukardo11 Жыл бұрын

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

@23dsin Жыл бұрын

Great! Thanks for your work!

@Rainz_Storm Жыл бұрын

Thank you so much, this is really useful!

@Philson Жыл бұрын

THANK YOU SO MUCH FOR THIS!

@otofuefofinho3375 Жыл бұрын

Thank you so much for sharing! Superb video!

@sebastiankamph Жыл бұрын

Thank you!

@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!

@davidbrinnen 11 ай бұрын

Very well explained. Thank you.

@parsley8188 Жыл бұрын

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

@hermitcleric Жыл 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.

@Hosiery1 Жыл бұрын

thank you for the amazing tutorials!

@sebastiankamph Жыл бұрын

Thank you for the kind words! 🌟

@darkwing_the_spacecat Жыл бұрын

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

@sebastiankamph Жыл бұрын

You're welcome! 💫

@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.

@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.

@lyonstyle Жыл бұрын

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

@pepsithebunny2404 Жыл бұрын

Great, thank you.

@OnigoroshiZero Жыл бұрын

Great video, thank you.

@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 Жыл бұрын

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

@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

@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.

@mauritv9240 Жыл бұрын

Very good Tutorial. Will try it out later :)

@sebastiankamph Жыл бұрын

I'm sure you'll love it!

@orirune3079 Жыл 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.

@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 Жыл бұрын

Thanks! 😂💯

@Youngsarg 7 ай бұрын

Thank you again :)

@SensuTech Жыл бұрын

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

@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.

@user-dz6mt2jt4y Жыл бұрын

Good job, Thanks! 👍

@sebastiankamph Жыл бұрын

You're welcome! 😊

@RHYTE Жыл бұрын

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

@filmyk 11 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.

@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

@pride7619 Жыл бұрын

thank you!

@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 Жыл 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

@rmagdalenom Жыл бұрын

Amazing!

@sinanisler1 Жыл бұрын

nice thanks my dude

@sb6934 Жыл бұрын

Thanks !

@poponium Жыл бұрын

many thanks ! ♥

@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 Жыл бұрын

Nice!

@renegat552 Жыл бұрын

Very helpful. Thank you very much.

@sebastiankamph Жыл бұрын

Happy to help! 💫

@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 :)

@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.

@johiny Жыл бұрын

this is a game changer!

@bazadliavas695 Жыл бұрын

Thank you a lot!

@hasuwini Жыл 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!

@lordzz00 Жыл бұрын

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

@sebastiankamph Жыл бұрын

Glad you enjoyed it! 😊🌟

@hdawod Жыл бұрын

That's brilliant, Thanks a lot.

@sebastiankamph Жыл бұрын

Glad you liked it!

@madwurmz Жыл бұрын

wow this works amazing! ☺☺

@dante112d Жыл бұрын

thanks you, it''s so cool

@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!

@ihavetubes Жыл бұрын

amazing video

@sebastiankamph Жыл бұрын

You're amazing

@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 :)

@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

@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 Жыл бұрын

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

@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.

@mcchill8200 11 ай бұрын

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

@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.

@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 Жыл бұрын

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

@theSato Жыл бұрын

@@AltoidDealer yee that's great

@TheStanislavson 8 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.

@AlphonsoPeluso 5 ай бұрын

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

@bgtubber Ай бұрын

Good question! 🤔

@McDowell666 Жыл бұрын

And again, just what I needed 🤗

@sebastiankamph Жыл бұрын

Glad to be of service! 🌟

@bornTwoFight Жыл бұрын

Great tutorial

@sebastiankamph Жыл бұрын

Thank you!

@Kryptonic83 Жыл бұрын

great info

@parsley8188 Жыл бұрын

Awesome!

@sebastiankamph Жыл бұрын

Thanks friendarino!

@yoda5477 7 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

@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...

@2PeteShakur Жыл бұрын

awesome, now how do you save these upscaling settings for next session/s?

@MuslimFriend23 9 ай бұрын

Resolutionaries :D well fetched :)

@sebastiankamph 9 ай бұрын

😁

@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?

@optimoos Жыл бұрын

sweet. thanks

@sebastiankamph Жыл бұрын

As always, you're very welcome my friend!

@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 KZfaq (compressed) video to 8K? Is Topaz Video the best?

@Oxes Жыл бұрын

Hi Sebastian, How do you have your UI like that? with the Vae next to the checkpoint etc, any links or settings?

@kurtlindner 8 ай бұрын

I'm loving your content, and opening jokes. sub'd

@sebastiankamph 8 ай бұрын

Thank you kindly! Tell a friend 🌟

@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! 😅

@substandard649 Жыл бұрын

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

@eranfeit 11 ай бұрын

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

@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.

@nomanqureshi1357 Жыл бұрын

thanks

@mikerhinos Жыл бұрын

I'm using the ultimate SD upscale technique for quite a while now and didn't really saw an advantage using ControlNet (yet), but when I go into the upscale steps, I delete the prompts and only keep the quality keywords, like "ultra detailed, 8K, hasselblad" and denoise at 0.15 to max 0.30, and put back random seed, so nothing will influence the details creation. Every tile is passed through the algorithm separately, that's why if you keep a high denoise it will generate a collage of different images, so random noise, low denoise :) Try it and let me know ;)

@mikerhinos Жыл бұрын

After viewing the video from Olivio Sarikas (kzfaq.info/get/bejne/aeBkgK6G1qyphZ8.html) I made multiple tests with the tile ControlNet, and it helps getting a better image quality upscaling directly to x4.