CREATE Anime Art With Special Ai For Free! Stable Diffusion For Otaku!
Key Takeaways
The video demonstrates the use of Waifu Diffusion, a specialized Stable Diffusion model for anime and manga image generation, to create high-quality anime art for free. It compares the results of Waifu Diffusion with Stable Diffusion 1.4 and provides tips on how to use Waifu Diffusion effectively.
Full Transcript
hello humans my name is Kay your AI Overlord and today is a very soon coming from oh no oh no no no no no well as I said today is a special day because today we're gonna be trying out the new stable diffusion model trained on 56 000 random images using the danboro website if that new stable diffusion model is famously called waifu diffusion now why is it called that hmm I wonder if this will have any relevance to the rest of the video now now I said that today's video is for anime lovers but in reality this is a video for everyone that uses stable diffusion on a daily basis because what you're going to see today is that while food diffusion is really interesting now you see a few days ago or a week ago I don't really remember I made a video comparing the 1.4 version of stable diffusion with the newly released 1.5 version and if you remember correctly I will was it exactly pleased with the final result but what you're going to see today is that waifu diffusion boy that's different yes no not you so for this video I will compare the two models exactly like the video I did comparing the 1.4 and the 1.5 I will tell you what observation I saw during my testing and of course provide you proof of my observations so that you know that I'm not making this up and at the end of the video I will show you how you can install it on your own computer if you already have a working stable diffusion installed on your machine but don't worry it's going to be very easy now that being said let's get on with the video and I'm gonna be honest with you at first um everything weren't going very well I started testing it out and the result that I got were not that different it was basically the exact same image but just a little bit different and even worse even portraits of famous anime characters that I created previously were not even that much better with the way through the fusion one which is kinda ironic considering that it's supposed to be better at generating anime images and to be honest really at this point I was ready to call it a day and just quit it and not make the video but then a miracle just happened and who else but McQueen Christina Hendricks here to save the day you see here my prompt was portrait of anime Christina Hendricks this is the result that I got on the 1.4 version and this with the wifey diffusion one and oh my God that was absolutely wonderful that was shocking I mean I did not expect that kind of results this is the exact same image by the way this was a pleasant surprise and then I kind of started going down a rabbit hole of just trying out plenty of other characters like Emma Watson more Christina Hendricks and even more Christina Hendricks plenty of more Christina Hendricks okay maybe that wasn't that much more characters but foreign again the result that I got were absolutely fantastic you can clearly see an anime style here compared to the 1.4 version but then again something weird happened when shining out on male characters it did not give me very good results as you can see here I tried it out with a portrait of Tomo Cruz and well although you can see that there is a little bit of anime inspiration it's a little bit more anime ER it's still not on the same quality scale as the result that I would get by using female models but then I was like well maybe it's just Tom Cruise who cares about Tom Cruise right so then I tried it out with Captain America but then again I got the same exact issue yes it was more anime ER compared to the 1.4 but still something was missing something was lacking compared to using a female model once again why was there such such a difference between using a male model and a female model and I was like well maybe since this was trained on 56 000 images on a website called damburu maybe if I go on the website W kinda look it up and see what kind of images it got so I can understand exactly how it oh my god oh oh no oh no oh I was not expecting this okay now I understand a little bit I think I got a simple explanation for this issue you see I didn't really know what dambaru was but apparently although it is a message board this website is mostly made up of 99 of not safe for work images and most images depict female anime characters and not male and although you might say the 56 000 images is a lot on a website like damaru who has millions of images this is just a drop in the ocean so it is highly probable that waifu diffusion was only trained on female model images now I'm not saying that this is the explanation I'm just saying that this is my explanation on why there is a such a difference between the female portrait versions and the male Portugal versions now also keep in mind that this model is improving all the time so this is only like the 1.2 version of WiFi diffusion and in the future we might get more and more models that are even more precise and are then trained on more male model pictures because of course there are not safe for work images of male models don't worry about this I've seen them I've seen them all okay that being said let's start now comparing a little bit the different images that I got you cannot see the differences but between the images between the 1.4 and the y50 fusion one and let's start with the realistic Landscapes as you can as you can hear this is a generated picture of an old Arbor it's supposed to be painted in a realistic style so you can see a little bit of you know a lot of details on the buildings on the water Etc and this is the 1.4 version and this is the wife of the fusion one and in my opinion it looks actually better I mean and you can see here in the 1.4 version there is nothing here and there is almost like a little bit of a glitch almost like something is missing here the in the Wi-Fi diffusion one you can see another different building this time a kind of tower an illuminated tower that looks absolutely gorgeous by the way and this is only in the background this is not even the foreground and when you compare it to the 1.4 version it almost gives a different style to the picture than if I'm kind of like it it's almost like a different city although again it is the same exact image the same exact prompt the same exact seed the two images are actually pretty different and I actually really enjoy the result that I get using Wi-Fi diffusion over the 1.4 version one so you can see that even if you're not interested in creating anime portraits you can actually install Wi-Fi diffusion one to get different and maybe even better results on your images it's really just another brand new model of stable diffusion not better but different I mean in this case yes it is better but you will see later that is just a little bit different now here's another image this time maybe a little bit less realistic it's more a Lo-Fi image it's a Japanese City near the sea and this is the image that was done in stable diffusion 1.4 as you can see here we can clearly see that this is a street and some type of city in Japan pretty modern more or less you can see here the cables and stuff like that and in the Wi-Fi the fusion one the same exact image gives a very different feel a little bit more ancient Japan so completely different feeling it's almost like completely different parts of a different town or maybe even different era so that's pretty interesting I mean this is this is a huge contrast difference between the two images just between models there are certainly more differences here than the older 1.5 version now here's another realistic landscape this is supposed to be a green plane with perfume clouds a flowing river and a house on the left now as you can see here the 1.4 version did not exactly respect the prompt perfectly you don't really see any River you don't really see the houses on the left I mean you can see some here and some here on the right not necessarily puffy clouds but you know still a pretty good looking generation overall and the Wi-Fi diffusion line actually respects the prompt a little bit better than the previous one because at least here you can see a little beginning of a flowing river and a house on the left a big house almost like a barn so yes I'm actually pretty impressed that you know there is a lot of differences between these two images although this same exact houses are still here the same exact tree here but the feel of the image is still different because instead of having this big tree here you actually get the big house that you ask for in the prompt so you know that's pretty interesting and here's another unrealistic landscape this is a sacred tree during the secret season with the Mount Fuji you can see here we got pretty much when we asked for in the 1.4 sakura tree Sakura season we see a little bit of Monk Fuji here not much but we still gonna see it you know we see that we are in the woods so you know pretty good generation overall and in the wifu diffusion one we really have the focus on both the sakura trees and the Mount Fuji that is actually now bigger still in the background but now way bigger more visible than the one we have here in the 1.4 version so again technically this one the Wi-Fi diffusion one follows the prompt way better than the 1.4 for some reason because I asked for Sakura trees and Mount Fuji and this one although we have secretary is here we don't really exactly see as much of the among Fuji here here we have the two main subject in Focus both on the same time which is actually again a pretty interesting generation now here's a funny one if anyone knows what kind of landscape this is supposed to be let me know in the comments down below uh but well I'm gonna tell you don't really need to tell me in the comments because well I'm gonna have to tell you eventually so this was supposed to be a one-piece landscape so for those of you who might know the anime um this is supposed to be a one piece landscape in the 1.4 version it gave me this atrocity which I don't really know what it's supposed to be and this is what I got in the wifey diffusion one which still doesn't look like a one-piece landscape but technically way closer to the prompt and way closer to reality since one piece is supposed to be a pirate anime when a lot of the action takes place on the sea so actually having a c on landscape is way closer to the prompt that I asked for so again we have somehow WiFi diffusion that comes in and generates pictures that are closer to the prompts for some reason compared to the 1.4 so here's another interesting generation this is a 3D render of a girl with pink hair this is the 1.4 version and this is why food diffusion I mean you can clearly see the big difference here here you can clearly see a simple you know 3D rendering exactly what I asked for but here you can clearly tell the anime influence here with the hair the eyes just the overall cuteness compared to the previous one I'm not saying it is better because this can be used in a different situation but this is definitely more anime style than the previous one and here's the last comparison for the portraits here's Christina Hendricks again 1.4 version and that same image in waifu diffusion wow that looks pretty good again 1.4 Wi-Fi diffusion so what is my advice for you if you want to use Wi-Fi diffusion and you want to get good anime portraits first of all you have to understand that although this was was used to further train the 1.4 version of stable diffusion with more anime images it still acts like stable diffusion 1.4 meaning that if you want something precise you need to be able to give it enough Precision your prompt cannot be simply give me a portrait of insert famous anime character here and expect to have a good anime portrait you need to be able to give a lot of details so if you want to be able to use wafer diffusion at the best capabilities here's a few words that you might want to include in your prompts for example the world illustration anime of course pixie concept art key visual Makoto shinkai and Studio Ghibli you can of course add more and more words to the prompts so that your image is more precise to what you actually want but you should get actually pretty good results just by using a few of these words so here's for example a Porsche threat of a cute cat girl using a few of these words here's one here's another one and another one and they look really good and this is the kind of images that you will probably not be able to have just by using the normal 1.4 version of stable diffusion so if you want to be able to create this kind of portraits and maybe generate different types of images you should definitely try it out because well after all it's free real estate now how can you install Wi-Fi diffusion on your own computer now this will not be an installation guide to install stable diffusion this is only for the people who already have stable diffusion installed properly so if you haven't installed it already I suggest you check out my video my latest video about how to install the super stable diffusion one which is the most complete version of stable diffusion follow the guide and then you can install Wi-Fi diffusion so for this all you have to do is just click on the link in the description down below this will download a 7 gigabyte file and then what you want to do is Ctrl X to cut the file go into your stable diffusion with UI folder go into models ldm stable diffusion V1 and here Ctrl V you're gonna paste that file right here and then what you want to do is rename the current model.c kptpt which is your 1.4 version of stable diffusion just call it 1-4 so that you don't lose it and then rename your or Wi-Fi diffusion model into simply model Dot ckpt and well that's it that's all you have to do just replace the current 1.4 model with the Wi-Fi diffusion one simple as that and then if you want to reuse the 1.4 model again you can rename that into anime model and rename the 1.4 into model.c kptpt simple as that so in conclusion I think that wifu diffusion is a very interesting stable diffusion model certainly a way more interesting than the official 1.5 version that we got a few days back because at least you know why a few diffusion one can create extremely different images from the 1.4 especially if you want to create cute anime girl portraits but not only that it also looks like I get more interesting images generation using WiFi diffusion and I really think that I'm actually gonna keep using the Wi-Fi diffusion one as my main model instead of the 1.4 and there you have it folks thank you for watching my review of the live view diffusion model don't forget to subscribe subscribe if you like this video don't forget to smash the like button for the YouTube algorithm because I'm really my algorithms and I'll see you soon bye [Music]
Original Description
Recently a new version of the 1.4 Stable Diffusion ai model specialized in anime and manga image generation called Waifu Diffusion came out and I wanted to try it out and see what kind of anime art I could create, but I was certainly not expecting this kind of results... I think you will like this, especially if you are an Otaku!
What do you think of Waifu Diffusion? Do you like? Will you try it out? Let me know in the comments!
Download the ai model: https://thisanimedoesnotexist.ai/downloads/wd-v1-2-full-ema.ckpt
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