MULTIPLE CHARACTERS In ONE IMAGE WITH CONTROLNET & LATENT COUPLE! THIS IS SO FUN!

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Recently a brand new extension for Stable Diffusion was released called Latent Couple, which allows you to determine specific zones of an image and attribute it a prompt, making it possible to generate multiple characters in different styles in 1 style generation, no Inpainting required at all! And when combining the extension to ControlNET and the Composable LoRA extension you can generate multiple different characters in different styles and in different positions in one single image generation! This is so cool and so powerful! So in this video, I will show you how to install and use the Couple Latent extension and how to use it in combination with ControlNet and LatentCoupleHelper to get the best results possible! So let's go!
Did you manage to generate multiple characters in 1 image? Let me know in the comments!
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2 мар 2023

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Комментарии : 371

@sinceredeku Год назад

Its crazy how fast Stable DIffusion outscales all Paid services. Thats the power of the people

@depthbyvfx9604 Год назад

Literally every day I master one aspect of controlnet and another appears. This space ceases to amaze me with the daily advances

@roybatty2268 Год назад

Master?? That's a bit of an exaggeration, no?

@depthbyvfx9604 Год назад

I get paid to do both prompt engineering and Training Models for bigger companies for concept art, so I have to learn each extension and maximize its usage. It can only be considered an exaggeration based on how fast the technology updates. For example, this video hasn’t been out for 24 hours, and there is already something called Multidiffusion Region Control which is an extra add on to this that allows you to sketch a mask in each section rather than using rectangular boxes/ratios. I spent the past 6 hours learning how it works, and what limitations are and I’m in a lot of communities getting updates about this stuff. Anyway, if that was your focus in my comment, you missed the point of my awe in how fast all of this stuff keeps updating

@robertgarcia4627 Год назад

@@depthbyvfx9604 which communities if you don’t mind? I’d like to master as much as I can and maybe in the future get a job in this

@SoCalGuitarist Год назад

Wow, this is really fantastic! You could essentially create comic book panels with ease this way, with a separate prompt for each panel. Thanks for yet another great video!

@Aitrepreneur Год назад

Maybe yeah, would be interesting to try!

@ShawnFumo Год назад

That's an interesting idea in general. Like I wonder if anyone has tried the ControlNet with straight lines, but instead of using it for a room/building, lay out panels for a comic book prompt? Separate from Latent Couple, I wonder if that would work? Or I guess canny probably would if not.

@pladselsker8340 Год назад

The only problem with this is that you maybe get up to 300 dpi with this technique, which is absolutely horrible resolution for a manga panel. You can probably get around it with upscaling and inpainting, but then you hit a wall if your story contains original characters (because of consistency). This could be solved with loras, but I feel like you'd have to train a lot of them. I really can't wait for elite to come out as an extension, as it might be able to solve the consistency problem.

@juanjesusligero391 Год назад

@@pladselsker8340 Hey, what is that elite extension?

@ramlama9893 Год назад

You're probably still best served by generating each panel separately for now. Say you do six generations of each panel- you get to mix and match the best for each panel. If you try to generate them all at once, each generation will take significantly longer and the odds of all the panels being exactly what you want are honestly pretty low. There's definitely interesting potential, though- and definitely worth experimenting. It seems particularly promising with a style where one panel blends seamlessly into the next instead of having gutters.

@shaman_ns Год назад

It’s scary how fast this entire space is improving

@F5alconsHouse Год назад

I was still working on learning blender posing

@IceMetalPunk Год назад

It's amazing!

@sinceredeku Год назад

@@F5alconsHouse I think ill just skip this and download mdoels from other users xD that will safe a lot of time and i never used blender so yeah

@DicklessHipster Год назад

The word you're looking for is "exciting."

@Skullivon Год назад

This video is literally ALREADY out of date, now you can draw colored masks in whatever shapes you want instead of being stuck with rectangles.

@SpikyRoss Год назад

This is just insane, each day there is something new, when is this even gonna stop 😳Thanks as always for the tutorials!

@professorpenne9962 Год назад

try taking personal photography and throwing it into a program like this with img2img, it's mindblowing what can be generated. dude I took some personal photography that took days to shoot along the erie canal. threw them into img2img and was blown away with what it came up with with the right prompts and checkpoints.

@richardgreaney Год назад

This was such a good explanation of how this works. I've seen other tutorials on this before but none that actually explained it like yours did. I am going to have a lot of fun with this now.

@Aitrepreneur Год назад

HELLO HUMANS! Thank you for watching & do NOT forget to LIKE and SUBSCRIBE For More Ai Updates. Thx

@timduck8506 Год назад

please can you post which version of stable diffusion, wed UI, lora.. your using as I just get errors on lora and Dream booth. ? or could you give us and install order with version's used so we can replicate your install.

@anastasiaklyuch2746 Год назад

What if I installed the latest latent couple with composable lora, and no latent couple section appeared in txt2img? Only the composable Lora did

@zeeshanzaffar1435 Год назад

@@anastasiaklyuch2746 same here, any solutions to this problem yet?

@zeeshanzaffar1435 Год назад

@@anastasiaklyuch2746 never mind I got it, Open cmd in sd root dir then paste this line below git apply --ignore-whitespace extensions/stable-diffusion-webui-two-shot/cfg_denoised_callback-ea9bd9fc.patch restart sd not just UI

@anastasiaklyuch2746 Год назад

@@zeeshanzaffar1435 It worked! Thank you, my heroic technomancer!

@thanksfernuthin Год назад

HOLY CRAP!!! Another HUGE advance. Now I can say a character has blue eyes without everything else being blue. Plus ALL the other things I can do. Fantastic!!!

@Aitrepreneur Год назад

Yup it's really cool!

@RolandT Год назад

Thank you for the video! Exactly what I have been looking for a long time! 😊

@someguycalledcerberus9805 Год назад

OK, so I just spent like two hours getting this to work only to produce horrible abominations, and here are two very important tips: 1) *If you are generating monsters fusing together:* The first subprompt (before the first AND) will be applied to the whole image (if you use divisions like in this video). This means that if you leave the settings like they are in this video and enter "a man AND a woman", you will smear the man over the whole image and then denoise the woman into the left side of the image, and do nothing for the right side (you entered only 2 subprompts). _You need as many subprompts as there are divisions. And you need to pay attention to the ratios of the divisions._ 2) *If you are generating a person who is cut in half and generating the other person on their other half:* Increase the width of the image. None of the models I tested were able to properly generate two full persons like this with the default 512 width. I assume that's because the models were trained on 512 images, meaning they try to adjust the size of a person to 512. If you halve this 512 width, you are not letting the model complete a full human. +1: You can leverage latent coupling with img2img and controlnets to better guide generation to what you are trying to achieve.

@professorpenne9962 Год назад

but the best part is making horrible abominations depending how you look at it 😅

@__-fi6xg Год назад

yeah it doesnt work for me neither, it just mashes the loras into one...

@hairlover8689 Год назад

I had problem 2) solved it by increasing the width of my image to 1024 while keeping the height at 512. Now it produces two different characters as prompted. Thank you!

@Gins. Год назад

I just keep generating one person who is a mix of both characteristics... I have Latent Couple enabled, but not sure what's going on. Any advice?

@someguycalledcerberus9805 Год назад

@@Gins. If you divide the picture to 1x100%, 1x50 left side, and 1x50 right side then you need to enter something like this: forest background AND black man AND white man You also need to set the aspect ratio to be wider. This will create a wide picture of a black man on the left and a white man on the right, with a forest in the background.

@skymaster__ Год назад

You are awesome! Thats exactly what I needed! Thank you so much!

@morizanova Год назад

Thanks !!! I can see those extension will be helpful for doing Comic panel , more precise t- shirt - merch and even book cover mockup direct inside SD and A1111. Awesome !

@garrulousskeptic6616 Год назад

Instant sub. I needed this.

@NaThattitude Год назад

The possibilities are insane ! Thx for the tutorial.

@Aitrepreneur Год назад

Glad you like it!

@bigal1093 Год назад

Wow ... my mind continues to get blown with how fast powerful tools are being created. Makes me really curious about there we will be by the end of the year!

@ZeroIQ2 Год назад

This is so cool! thanks for sharing!

@artoke84 Год назад

Beautifully explained!

@HolidayAtHome Год назад

omg just yesterday I thought to myself that something like this would be amazing. And there it is already. How could I miss this video =D ?

@dhanang Год назад

Man, your videos are Incredibles. Thank you!!

@odawgthat3896 Год назад

Getting ready for more insane content!

@ImNotQualifiedToSayThisBut Год назад

Tried around with this a few days ago and was surprised by how well it worked. Did not know about the Latent Couple Helper though. Makes things a lot easier.

@serta5727 Год назад

Wow so incredible ❤❤

@Bonedragon1300 Год назад

I'll definitely need to play around with this tomorrow

@tharidan 10 месяцев назад

hey great explanations !, but how did you manage to make the characters interact with each other ? so that they touch or look at each other ?

@serta5727 Год назад

Such power 🤯

@JohnDoe-hd9de Год назад

unfortunately the installation doesn't work for me. Compsable Lora tab is there, latent couple is not. latent couple is also no longer selectable in the extentions, via URL installation I get an error message that it already exists. everything is up to date. the folder is in extention folder as it should. I restarted the web ui and also in the browser. any ideas?

@kevinchang0527 Год назад

I did a git pull origin master and restart the webui and it appeared.

@TheSchwarzKater Год назад

Finally got this to work. Some checkpoints really don't like to render more than one person without face issues (that not even higres nor fix faces will fix), amplified by using loras. Different checkpoint model and reduced lora strength, fixed it. Good video :) I hope in future it will respect the reduced height more. Especially people will just be cut off or have their heads cut off, lol. Somehow SD still tries to put a full person in there, instead of shrinking it. to respect the area.

@Ai_staBlitz Год назад

What a time to be alive!!!! Thanks for this 😍

@Aitrepreneur Год назад

Don't forget to squeeze your paper!

@marekpietrak8279 Год назад

@@Aitrepreneur

@mckachun Год назад

thank you~! many inspiration !

@StressedSloth Год назад

Do I really need to fit all the prompts for one character in one line then enter, put "AND", then do the other character prompts? or it doesn't matter as long as I put the "AND" word to separate them?

@chyldstudios Год назад

Wow! So powerful.

@lilshadow3441 Год назад

Hello Ai Overlord K, has this extension been replaced by the "Regional Prompter manipulations"? Thanks!

@hleet 9 месяцев назад

Very useful, thank you very much ! By the way, is there something similar for comfyui ?

@kallamamran Год назад

Can the negative prompt be used the same way? Embeddings seem to be general and is npt prossible to restrict to the specific image zones

@Snafu2346 Год назад

The Stable Diffusion space is evolving faster than I can keep up with it. Or so fast that I can't learn the previous new features and get good at them before something else comes out. Thing is once something comes out, and I watch an older video of it to catch up, there's been another video that has updated the previous feature. I kind of wish it would slow down a little bit, I still got to go to work in a few hours. 😆

@Aitrepreneur Год назад

Yeah I feel you :)

@laceycharizard2546 Год назад

Heck I'm still learning about merging checkpoints.

@SkyGeekWave Год назад

Oh man, I really understand you. I don't have time to learn in practice one function, 3 weeks later there's another, better one coming out. Or even UI elements can become slightly different or move somewhere else in some cases 😁

@Snafu2346 Год назад

@@SkyGeekWave Yeah, at this rate, by the time I catch up to where it is now, Stable Diffusion may have already replace the president.

@professorpenne9962 Год назад

it's growing very fast. I remember not even understanding how to make multiple characters generate and thought it was impossible

@Braulio_Cyberyisus Год назад

Thanks for this video. This + Composable LoRA could make really great images.

@Aitrepreneur Год назад

Absolutely!

@funnelfpv9435 Год назад

Nice work! Do you think it would be possible to take s picture of a room and clear out all the existing furniture with a prompt that only an empty room remains? And then add custom furnitures in custom places with the latent couple.

@mkhernandez6181 Год назад

I think the tools are advancing but getting quite complex in a way so hope some people can streamline controll net and coupls soon, but this is barely year 1! so there is alot of progress ahead

@M.I.F.. Год назад

...wait for Multidiffusion. Veeeery promising!

@ShawnFumo Год назад

I agree (this new tool makes sense to me, but only because I did table-based layouts for websites back in the day lol). But I bet it'll get there pretty soon. Leonardo and Mage (and probably other sites) seem like they're trying to wrap up functionality in a more user-friendly package. This is a perfect case where a good UI would help. Like you drag over a region of the image and it pops open a prompt and strength slider. You even could build in a full 3d posing tool with the hands/feet without having to go into another app and exporting/importing stuff. And of course would have a big library of predefined poses, etc.

@theaccount32 Год назад

Do you have to also enable the Composable Lora extension? I didn't see you enable it in the video. Thanks

@Because_Reasons Год назад

Can this easily be used with the masking instead of the numbered zones?

@backster4744 Год назад

Would you ever do a video on the merge block weighted gui extension? The extension allows for more in-depth control in merging models than the stock 'Checkpoint Merge' ui thats in the base Automatic 1111 and it has pretty great potential.

@Aitrepreneur Год назад

I saw it, I need to try it out first

@syno3608 Год назад

Thanks for the tutorial man .... 🔥🔥

@Aitrepreneur Год назад

No problem 👍

@aginbayu Год назад

there is Ebsynth Utility too in my extension, is this automatically used ebsynth in our img2img? if it yes, that is awesome

@nio804 Год назад

There's a pull request on the repo that allows you to draw masks (with multiple colours) instead of messing around with calculating partitions. I tried it. It basically solves composition problems almost entirely.

@vuinhvan41 Год назад

Can you share repo with me, thank you

@KnutNukem Год назад

Do you depent on Nerdy Rodent in any way?

@gameredan Год назад

Do you enable the composable lora, didnt work on my setup. Already followed your step all the way, but there's a frame skip you didnt explain anything before generating image.

@phaedon_Imperius 4 месяца назад

Is there any way to use this or any similar tool like Latent Couple Helper in Mac OS?? Thanks in advance for the good quality content

@PiskenDragen Год назад

Can you please tell how did you get clip skip slider on the txt2img tab?

@user-bm9oy4gx2l Год назад

suuuuuuuuper cool again!!!!

@coda514 Год назад

Really cool. I'm gonna need a minute to digest this information. It blows my mind how far this technology has come in such a short time.

@Aitrepreneur Год назад

true!

@clashwithnostest7645 Год назад

ikr i didnt even finish last tutorial

@Chip10591 6 месяцев назад

just got into all this ai art generation stuff and this was very useful, have subcribr

@grayfaux_ Год назад

Another great video! Is there something like this but uses layers like Photoshop?

@Nathan-ib2rs Год назад

This is cool... that said, I feel like this at the back end of a painted rgb mask would be the next step.

@AltimaNEO Год назад

Question, since you can use AND for the positive prompt, can you also use AND in the negative prompt to give discrete negative details to the individual zones?

@ShawnFumo Год назад

I believe someone else mentioned it is a common negative prompt unfortunately

@Salen0243 Год назад

Hey, thanks a lot for your videos they are really top notch, I have request, can you please make a video on upscaling in stable diffusion, It would great since there is no video online which explains everything on upscaling.

@gameredan Год назад

Wanted to ask, how do you make a New Line at the Prompt Text box ? I pressed Enter, Alt Enter, Shift Enter, it doesnt create a new line.

@geneoverride3725 Год назад

after following a lot of channels, my settings is a bit messed up. could you give us a screenshots of all the correct settings out of millions of settings in the web UI please? I tried your method, but my images are not as perfect as the ones you showed in the video.

@xerxer9251 10 месяцев назад

Question please. what if I want them to be kissing for example? That division would make them separately and ruin the composition

@Anzyx201 Год назад

Would be interested to of seen you do an image where characters are interacting. Making dynamic fights is a huge headache right now for me.

@Drone2222 Год назад

I it possible to have characters/objects that are intersecting the different zones? Like people hugging, for example. I'm away from my SD computer for 3 weeks so I can't try anything !

@RicardoCampos-bs6fi 10 часов назад

Does it work with SDXL and Forge? Thanks!

@flonnefallenangel Год назад

i am going to try this.... definitely xD

@technodromepr3444 Год назад

I installed the extension but it does not appear on the UI

@ItsmeCoringa Год назад

I have installed with this tutorial, follow step by step. And even so, my Latent Couple dont work, its enabled and i have even tried with this model and settings, looks like its not doing anything with the images. Anyone else have this problem?

@USBEN. Год назад

Holy diffusion

@arunuday8814 Год назад

HI, can I drop three different images of three different subjects and have compose them in a picture (e.g. Man, woman and dog walking in a park?)

@draggo69 Год назад

Nice!

@peggiecchi Год назад

I tried with Chilloutmix model, but it doesn't create 2 characters

@pongtrometer Год назад

so the regions are like layers ?

@Dr.R. Год назад

Thx!

@anagnorisis2024 Год назад

i keep getting merged characters although I've defined the right zones and included AND. how do i ensure they're separate characters?

@ixiTimmyixi Год назад

This is huge. Thanks for all your hard work. I never regret having the bell on.

@Aitrepreneur Год назад

Awesome! Thank you! ;)

@sigmondroland Год назад

hmmm I installed it, but it just won't show in the text2image tab... any ideas?

@OGUNite Год назад

Can you add different seeds to go with the prompts? That would produce ultimate consistency

@CodeBroRob 6 месяцев назад

how did you get the token limit to 150? mine is 75 for both input boxes

@Dante02d12 Год назад

So, do the characters need to be physically separated? Isn't there any way to draw characters in closer positions (a hug, a piggyback, ...)? Also, I wish the positioning wasn't that complex. I have no problem with math, but it can become more intuitive.

@Hugh_Mungus Год назад

Thanks for the tutorial I installed it, enabled it, tried it but it won't work. Has anyone gotten this issue and figured how to solve it? It has no effect for me

@PaoloSita123 Год назад

NICE TUTORIAL. Latent cople gives me an error when pressing Visualize. To me works Regional Prompter extension.

@victormanoel5159 11 месяцев назад

How long do I have to wait for it to reload?

@KiritoxNemesis 6 месяцев назад

Does it work for stable diffusion automatic1111 ? I tried composable-lora Public but it didn't work, lora still mixed together, not separated. Not sure where I went wrong.

@sensualdigiart Год назад

I had problems with runpod, fresh installation of SD 1.5 The latent couple did not load. But after running git pull from the console in runpod, it did work. Maybe this could be of use to others.

@ranobe7518 Год назад

Thank you. It solved my problem too after I applied git pull. All extensions now is working.

@Mrload-Oli 10 месяцев назад

Hi, tried to do that with two loras but it gave me "Error! in sd webui 1.5, composable-lora not support with sd-webui-lycoris extension"

@mrwamble Год назад

How did you get the clip slider at the top, i think that's what im missing

@Sensuka Год назад

In the WebUI go to settings -> user interface, scroll down where you see "quicksettings list" and write this in the text box: CLIP_stop_at_last_layers then apply settings and reload the WebUI

@flonnefallenangel Год назад

hey bro, i installed the extensions, yet the latent couple doesnt appear in my SD, do you know anywhere i can seek for trubleshoot? PD. i see it as installed in the extensions tab so it should be installed

@_Merchant_ Год назад

I can't seem to get this to work, enabling the extension and generating an image just results in one character with aspects of both prompts merged into one character

@Deejayronin Год назад

The problem is the size of images, if you want to have 2 subjects consider a width of 1024, if you want 3.. consider a width of 1536 and so on because each character takes 512 pixels

@Loopa21 Год назад

man this is crazy. tnx a lot.

@roseydeep4896 Год назад

What about Colab? Can I install this via code? Just clone the repo?

@MaxKrovenOfficial Год назад

Yes, you made a video on this, and the explanation was super easy to follow, as expected, thanks so much!

@MeagerHomeless 10 месяцев назад

Is it possible to use this with stable-diffusion-webui? I try using plugins and refreshing the ui but nothing works :/

@devnull_ Год назад

Nice and looks powerful, but why couldn't they implement photoshop style square region selection tool, like img2img has.

@abohussein4055 Год назад

I notice this won't work with lowvram mode but worked with med same prompt

@Y0y0Jester Год назад

14:33 I have two remaining questions after watching the video. What about LoRAs trained on concepts or characters? Can I put one specific character in one side of the image and another one in the other? I ask because I've tried numerous times without any success, I'm getting the worst imaginable results. Secondly, I suppose this doesn't support textual inversion at all? I have some very clean, very well trained character embeddings but none of the cool new stuff seems to waste time on text inversion anymore. I wonder why? They are still pretty damn powerful, nothing has really changed in that regard. And they are like 1/250th the size. Is there maybe a way to convert an embedding to a LoRA so I can make use utmost use of what I already have? I'm begging you, if you have any information for me, please share. You would not believe how much I've dug for an answer. I will sum up for ease: - What about character LoRAs? Can we group together two, three, five specific characters in one prompt/image? I asked because my attempts failed. - Are text embeddings out of fashion? Why is no new tech supporting them? I see them on the same level as LoRAs - Can I port my good textual inversions to a LoRA somehow without going through the process of training all over again, lol?

@Gamerguy826 Месяц назад

I tried to use Controlnet and Latent couple and it kept fusing my two LORA characters together into a badly rendered hybrid one. Still trying to figure that out myself. If anyone knows how to use Latent couple in combination with separate LORAs any help would be appreciated.

@baptiste6436 Год назад

The model I'm using needs keywords at the start of the prompt and it doesn't seem to work with latent couple

@carsoncarr-busyframes619 Год назад

looking forward to an installation tutorial on comfy UI! I'm a node nerd

@arnoldgoh5625 Год назад

I tried playing around with this and sometimes I get 2 characters, and sometimes I get 1. But never before did I get a flower garden background, nor a man AND a woman. I always get 2 men, or 2 women. What am I doing wrong? I'm following your exact steps, even using the same model.

@GameUpOG 6 месяцев назад

seems to be broken

@JM_Traslo Год назад

Do you know how to do Latent Couples with inpainting? It seems to barely work in there. You reapply it in the inpaint and it just doesn't seem to cope and you can't enhance

@lucao9059 Год назад

how do you replicare the same character?

@pladselsker8340 Год назад

Amazing, more control! I feel like you could already do this with controlNet and photoshop though, but I'm not saying no to a workflow improvement :3 Great video again, keep the streak going man!

@devouringon Год назад

Please help! I'm using a SD 1.5 and i installed the latent couple extenssion from the list yet no UI shows up. I tried wiping it out and reinstall through URL install option but still deosn't work. Any idea how to fix this?