Thanks to Mr. Bat for the use of his wonderful Daybreaker Dreambooth.
This is something Iāve been thinking about doing for some time, combining the results of multiple specialized models into one coherent image. Naturally Iām being a little bit conservative with this first outing as the characters are not truly interacting and this more merely demonstrates the models ability to not immediately explode any lesser understood characters who happen to overlap with a primary subject. Woo, small victories. In the future Iād like to explore more dynamic interactions like hugging, etc but in the meantime, this will do.
I started by generating two 1:1 images of Daybreaker and NMM each, using Mr. Batās Daybreaker model, my own NMM model and a few of my own embeddings. In photoshop I quite crudely stitched the images together and began img2img runs until they had a coherent shared background across the width of the image. Following that I began hotswapping between models to rebuild and redesign both characters before taking the image back together to paint in Daybreakers mane, the mist effect and both āglowing hornā effects, all of which are largely original painting with the exception of daybreakers mane which was largely lost over further iterations and error corrections slowly eroded any original work.
once I had a near final 512x768 image, I used the lollypop upscale model to bring the image up to its current resolution, after that I split the image into separate 1280x1280 chunks and began error correcting some of the more egregious āai upscaleā artifacts, either by hand or successive low denoise inpainting. This largely took the form of correcting blurred lines, shapes that dissolved into nothingless, coloring artifacts and one very troublesome feather.
After that, I reconstructed the image and did some simple denoising in photoshop plus /sharpen/minor color correction/etc.
@Background Pony #7716
Thank you for the in-depth reply. There certainly is a learning curve and it is not like anyone can just automagically get perfect finished pieces from it.
As of right now. The only Authenticity I have is that I have a Brand new watermark/signature to sepreate
Myself from AI art. Because (I*) got hit the hardest out of all artists here because of how evenly matched the machine does shading/rendering (Please check out my shading). People say that Iām the same as a machine in the community, which makes me really depressed.
As for art theft. I donāt understand considering I have multiple people saying different things here on both sides.
To me at least when I look at the art. It has poor wonky signature and patreon labels. So that obliviously came from artist works. Perhaps Itās not the AI. But itās the AI users using artistās content without consideration. Maybe people here Like lemon have a point.
People in these comments are not understanding. Itās not about the Pony IP. Itās about the piece of artwork.
As far as I understand (Artstation community/discord) told me itās not about the style(You canāt copyright style) but the finished work, The way that it is. People canāt take that away from you. But they are. This is like A whole grey area because people sell fan art at conventions.
Iām sorry, but I donāt want to apologize for calling it fake. Hey maybe other people will enjoy it.
I did not spend a decade asking the pony art community for advice on how to improve just to only have every rule book fundamental fall apart and be broken and to be thrown out of the window.
@Background Pony #7716
OK, letās recap the damage of AI generated image and see if I have got it right.
They are taking away the jobs of actual artists.
That sounds possible, but AI generated images are usually random and in very similar styles if they actually look good(you can notice the shading and the lining).
Real artists have their own styles, and they can do work accurately. If it is just one art piece for visual pleasure then its possible that AI is more effective, but if you want to make a full video animatic, design your own OC, or make a scene for a story, then real artists would certainly do better immensely.
People are using AI as an excuse to bother artists and say AI is better.
Really, no one deserves to be harassed, but there are always haters, with or without AI, no one can do much about them either.
3.They are taking the skills of established art and is art theft.
That sounds true, but how is AI doing that? Taking someoneās one art piece, let it go through an AI and use the outcome as themselves is art theft, but Iād say that itās the same when real artists do that, because itās essentially taking the original artās idea inside. I donāt think AI makes a difference here.
Then thereās using lots of art to train an AI to do their own thing, but how does it work? Based on my knowledge, I think the AI is learning keywords according to the art pieces. They look at art and know what do human bodies usually look like and randomize the sizeās outcome, same for animal faces, objects, lighting on objects and things like that. But donāt real people work the same way? Itās just faster, is still random, and except for some certain symbols that isnāt common enough, most of it looks nice.
Then thereās the copyright problem. Most AIās so far forbidden copies of a certain artistās art style to avoid problems, and remember real artists can can copy styles, too. There are so many artists in the world and lots of their art look similar.Thereās also the fact that AI belong to us and has no power to hold copyright to its art. If some people use it and sell its art? Iād say itās an idea of finders keepers, as long as the idea inside the art didnāt obviously copy anyoneās ideas, because it is free for all to use so far. But like I said it is still random. It is only going to be fine to use for those who donāt take it seriously. If someone wanted to use their idea of art creation seriously, they arenāt going to rely on AI art.
I hope Iāve got it right, Iāve been thinking about it for a while.
Not gonna lie, I knew I was being lazy with the wing but whatās wrong with the eye?
I think Cosmic was referring to Lunaās eye on the right-most side (her left eye). Her right one does seem to have a similar slit pupil like Daybreaker, but the other one is a bit wonky and doesnāt share that same style.
Classic AI telltale; eye inconsistencies. Iām torn on whether this flaw should remain to help better identify those who have put further effort into AI generated works, or if the technology should be refined towards that to not have as many instances of the flaw in order to to minimize artist corrections.
PS: I think it might be a good idea to also share an image of the base AI-generated result in the description so that others can see more clearly how much work you put into refining it. This will help emphasize that this is an edited AI generated art piece and not solely AI generated.
Keep Letting people mention that they are going to Mass Spam my art style, and devalue it 100X fold?
Most of the fault should be placed on the people that would abuse AI technology in order to do these acts, like sabotage and bullying; using a technology thatās shown to have positive uses instead be used for something very much negative. Of course, I still can understand why the technology that enables them could be seen negatively as a result, but that does seem unfair. The quiet majority use it to create their own works and enables fascination, inspiration and works of beauty and wonder. Donāt allow the loud minority of those who would steal and belittle others to distract you from the good that AI can allow people to achieve.
I believe the issues with AI are less technological and legal, and rather societal. Where itās people that would act to perform illegal acts and not the fault of the AI (or developers of) themselves. An AI can spit out tons of a particular artistās work, yes, but in order to do that someone must first:
Isolate all the works of that artist for use in training
Finetune/train an AI on those works for a long time, carefully so as not to overfit or otherwise.
Tell the AI specifically to create works using tags made from the training
Repeat the process if the works arenāt up to par or donāt match the style
All actions of a person and the AI does not do any of which on itās own. And so the individual/group is at fault. This also takes considerable time and resources, and unless you have thousands of completed works, most finetuning on limited data looks awful and is easy to tell apart from the original; also it also inherits a lot of style from the base model it was finetuned from, making it unlikely to match your style completely. Your work is unlikely to be affected at all.
If anyone wants me to change to the pro AI side. Help me Learn how to not get my signature scalped.
For currently existing models, thereās not much to do. Eventually those will be considered unwieldy or archaic, and fall out of use. For anything currently in the works, I imagine you can try the āopt-outā on LAIONās site, as thatās what SD and others pull from.
Future commercial models (ala whatever Adobe are clearly already working on) are likely going to avoid using art not in the public domain or that they didnāt license.
For models that might still include future works (noncommercial/āhomebrewā, in general, I would recommend an obvious signature (like a logo or print text) in a corner, ala >>2844058
This is because the way AIs āknowā whatās in an image is through a textual description of the image, and subtle signatures are likely to not be part of that description, while a more clearly existing one is likely to be included in the description.
Also, I donāt think people want you (or anyone else) to be āpro AIā, just not hate the average user of the tech. There are definitely concerns about how companies will continue cutting costs with automation, (as they have been since the mechanical loomā¦), but outside of a few obnoxious and loud psychos, people playing with these things just want to try to create something they think looks nice and arenāt trying to ruin anyoneās lives or diminish their work.
Iām on the optimistic side of believing those that stick around with these tools and donāt just lose interest will learn a lot; not just how to better use AI, but multiple art tools and techniques, to understand why something ālooks goodā and to improve on what they do.
Artists bitching that their work is used āfor AIā is making a joke of themselves.
Do people who looks at your art, learn from it, gets inspired to make art needs to obtain consent from you to make art? Because this is what AI does. It looks at your art and learns from it. Exactly the same way (conceptually) as a human would. When you post something online publicly, people will look at it. People will unconsciously learn from it.
Do you want to prevent people using your work? Do not post it online at all, its that easy. Keep it a secret, destroy it once you are done making it.
How did you learn to draw? Have you looked at ANY prior piece of work before your first drawing? If you have, you just stole from the people who made those! Because they made something and you learned from it, even if you donāt realized it.
Also, there is the fact that whomever is drawing anything resembling MLP, is straight stealing from the intellectual property owner of MLP (who is Hasbro). Stop drawing anything related to any copyrighted material, invent your own characters, own creatures never seen before (ponies are already copyright protected). Letās see how quick you get traction.
And I see literally 0 resemblance to the art what the loudest artist here makes.
Well, itās hard to say. I started using the AI in october but a lot of that early time was wasted on poorly understanding/poorly documented parts of the program, on the purplesmart discord for example there were long threads about how exactly mask blurs work [and I maintain theyāre misnamed and should be called a feather mask!] and as a community we donāt want people to have to redo all that, so someone starting today would probably improve a lot faster than I did. Weāve also had plugins developed to help people with prompting like the ponymaster project.
I would like to think a few weeks could probably get you up to speed if you were taking it as a fun side hobby, a week if you really pigeonholed yourself into it and asked around for help. The real problem is the lack of documentation and not really having organized tutorials yet. Most of us who have been using it for awhile still lack the confidence to speak with authority on some of the subjects, like for example thereās this understanding that āDDIM sampler is more conservative when inpainting solid linesā but if you asked us to prove it, oof.
I also cheat a bit, Iām a huge advocate for inpainting as a process because Iāve been using photoshop for 17 years so I can get better results by way of dragging iterations in and making changes by hand. that fire effect on Daybreakers horn and the embers for example, basically entirely me because the AI sucks at that.
for reference, this is what it looked like when I started the inpainting process. just two individual generations crudely slapped together.
What I understand is that It takes information from those datasets and Generates random noise to create something brand new.
Close but youāve got your order reversed, it generates random noise and then uses information from the dataset to ācleanā the noise. because you start from pure noise and your initial changes are largely random [any effort to clean pure noise is ultimately a crapshoot since there is nothing to clean] the end results can be drastically different each time, this is essentially how it all works. itās a cloud of ever narrowing possibilities that is seeded with random noise to keep each new generation fresh, you can actually slow it down and watch it happen. do you see how it starts with essentially a blot of color and slowly āfindsā shape? This is also how you get stuff like double horns and extra limbs, the ai isnāt working towards building anything specific it just reduces noise until shapes emerge, where those shapes are it doesnāt care. if it thinks there is a pointy black bit on lunas skull and there are three blurry blackish bits you get three horns.
Same with the discord servers That have āSPECIFICā artist tags names to get art that generates art specifically like the OC Artist. Thatās not okay. Especially when those AI users pay money for that. Both Art and AI Users get hugely cheesed. And Mostly Art Users because AI users Demand money for the Generations they have paid for. (Building from Artistās data)
I just generate ponies so its possible all that is true elsewhere, but I can promise you none of that happens in the mlpAI discord, which is free to join, free to use, has scrubbed fandom artist tags from its data [to the point where some useful words donāt work because those words are also artist names] and Iāve never seen anyone sell anything.
No, Idea how to do this.
My fault, I thought that site referenced multiple AI generators. Not Just LAION-5B.
Iām referring to Novelai/Midjourney/Nightcafe/every AI service out there.
Itās not right that alot of them are making huge profit off our creations.
This is not about the Ai users either, because they are also getting cheesed too.
Unfortunately there will never be a way to see what is inside the private generators like midjourney/novelai/etc, although presumably they all started with some version of LAION they have almost certainly moved to custom models that could contain anything and everything and we wouldnāt know until they overfit.
And now Iām the bad guy because this AI artist canāt bother fixing Lunaās left eye, Or wing that mergeās with her body?
Not gonna lie, I knew I was being lazy with the wing but whatās wrong with the eye?
And now Iām the bad guy because this AI artist canāt bother fixing Lunaās left eye, Or wing that mergeās with her body?
I think these are absolutely valid things to point out, and maybe itāll help people improve and be better (or āactualā) artists.
When I first started publishing my own things years ago I was ecstatic because I didnāt even know all these different digital drawing tools even existed, like layers or pen stabilization or vector lines (Iād honestly not drawn anything since I was a toddler), and I rushed in and brute forced my way into making āpretty thingsā and ignored all the errors and fundamental problems because I was too excited about putting something I had in my head onto a screen I could look at again and show others.
But over time I learned how to do things better, learned perspective and anatomy and color theory and a whole lot of other things I didnāt know about when I started and actually matter. And thereās loads more I need to learn and enjoy learning and improving!
Right now weāre seeing a lot of people dabbling with new tools that let them express themselves, and the majority are too excited and happy that āit looks good!ā to care about the all the errors or even why something looks right or wrong. Most will move on after finally scratching that āitchā, but a lot will actually want to improve and learn and understand what all the art fundamentals are. Itās happened with so many other things; just in this fandom, there are hundreds of people that started using crappy DA ābasesā just to be able to see their OCs, but over time learned to actually draw things on their own and can be rightfully proud of what they create.
But aside from all thatā¦ please donāt let a few rabid, loud or headstrong idiots get to you, they donāt deserve the attention.
@Background Pony #7716
Again AI is just recognizing signatures incorrectly as important features of images, it doesnāt have the intelligence to really realize they are not something it should be adding to art (yet).
Also I wouldnāt worry about what other people say, as others have said people will always complain and you shouldnāt let that discourage you from producing art, just do what makes you happy etc etc.
What am I apposed to Do?
Keep Letting people mention that they are going to Mass Spam my art style, and devalue it 100X fold?
Keep hearing How my art is AI art and Not my real art, when Iāve been doing it for decades?
Iām just apposed to accept that Art now Doesnāt have No common courtesy to fundamentals anymore
When Iāve been chewed out by artistās for decades to focus on the fundamentals to improve as an artist?
And now Iām the bad guy because this AI artist canāt bother fixing Lunaās left eye, Or wing that mergeās with her body?
@Lemondrop,
Respectfully, Iām not just a fan artist. Itās directed at all* my content I make. Including my original content.
I donāt think you understand what Iām saying. This is not about the content of the art. Itās about the final product.
āYou need to actually explain why in your mind a human is allowed to look through a gallery of public-facing images and learn to create art based on study of this information and practice whereas an AI is not allowed to do such a thing, otherwise this argument does not make sense.ā
Ai is clearly Building from memory, and not creating anything new. If it was New, It would not be trying to place down artist signatures.
Iām withdrawing. This is making me horribly sad.
@Background Pony #7716
All matters of AI aside, I think itās sad if you wound up harassed by anyone for any reason, or if you were ever made to feel ashamed or obsolete for your artstyle. Youāre a great artist whoās done great work, and Iāve never heard of you doing anyone wrong. If you had offered those free art lessons a couple years ago (back when I had more time and interest), I certainly would have taken you up on them. You can ask Rocket Lawn Chair about that if you think Iām just humoring you.
However, you should understand that AI artists/editors/enthusiasts are not a monolith. Some of them are trolls, some of them are zealots. Some of them are narcissists who feel empowered by a tool that gives them art superpowers, and they just want to show off. However, having spent a lot of time in and around these communities, I think the great majority are just ordinary people who are innocently entertained by the new tech. Others, like craft (the artist of this image, and who I know internet-personally), devote hours into each piece and are constantly trying to do new and unique things with the medium. People like these, as well as their friends, are going to wind up hurt in just the same way you are now if you go out of your way to denigrate their art or paint them as simple villains.
Anyway. In the end, I just want to wish you the best. I hope you can find a way to reconcile with the AI and human art communities and continue to produce the unique work youāre known for.
@Background Pony #7716
That may not be wrong but thatās also an apt description for the majority of human artists, so itās not a very effective criticism of AI unless you think youāre stealing other peopleās art by drawing inspiration and learning from things you see on Derpibooru.
You need to actually explain why in your mind a human is allowed to look through a gallery of public-facing images and learn to create art based on study of this information and practice whereas an AI is not allowed to do such a thing, otherwise this argument does not make sense.
Furthermore you have not explained why you think youāre allowed to commit trademark infringement against Hasbro by drawing trademarked characters from MLP, this is not even fair use and something they can sue you for, but apparently youāre fine with this direct exploitation of their work too for some unexplained reason. Note I am not defending copyright law here, I think it is a bad idea, but this sort of trademark infringement is far more of something you could equate to theft than pretty much fair use usage of images to train an AI, so I am not sure why you think it is acceptable given your heavy support of IP rights.
Appreciation? For what? All AI does is spit out new concepts and ideas out from a visual Library that artistās didnāt consent to building. You canāt tell me Iām wrong. All that Noise Generation comes from somewhere.
Iām apposed to appreciate Having Bad fundamentals?
You understand I also have the Art community Getting nasty with me too, right?
@Background Pony #7716
Limited meaning within the confines of fair use. If the usage is fair use the artist has no right over it and cannot complain about copyright infringement or submit a DMCA etc. Copyright is not an infinitely powerful weapon you can use to silence or suppress anything you dislike. People have the right to criticize you using your work, people have a right to parody your work, people have a right to use it in various forms of research, and people likely have a right to use it in large generative AI models like this.
@Background Pony #7716
That is not how AI works. Learn how AI works first and maybe youāll have a better appreciation for what it is doing. In short though, AI learns to generalize various constructs of an image on every level, from the overall composition (e.g. what arrangement of different high level concepts will create a āponyā) down to the finest detail (stuff like texture, shading, lines, curves, etc). It is quite literally learning in a way very similar to how humans conceptualize things which is one of the one of the goals of modern machine learning in a way as things that see the world in a fuzzy way similar to how we do are quite useful for automating various workflows (e.g. an AI that can recognize images can take the place of a human content moderator or something like that). AI obviously is different from us and especially for art it generates art in a much different way (though do note stroke-based AI art is a thing, itās just a really stupid way for a computer to go about making art when brushes and strokes like that are more a necessity due to limited human/computer interaction technology like drawing tablets vs hooking your brain up to a computer directly), but it is not just taking images and pasting them together, it is learning the fundamental aspects of what make up images and art and that is provable in its generalization ability. You can say its inspiration is a tad lacking however since once learning these concepts you are in a way just interpolating around in a huge high-dimensional space of all the things that make up āartā, but it still is able to be creative despite that as much of that space is unexplored, and humans do the same thing a lot of the time as well to discover new combinations of existing ideas that work well (itās hard to say how much human inspiration truly comes from some magical complex brain BS vs how much is us just mimicking things in the environment and other content weāve seen).
As for signatures thatās really just a limitation of the model. It is finite sized and can only encode so much information in it, and a full understanding of language and writing and even a concept of an āidentityā are beyond its capabilities (when its primarily focused on artwork not writing), so youāll either get just jumbled attempts at things that look like a mishmash of signature styles (since thereās virtually no stylistic correlation between most dataset labels and the style or content of a signature) or reproduction of a specific artistās signature (when asking for something in a specific artistās style since the signature if drawn in the same way on each image will be highly correlated with that label and its near-identical reproduction usually will train the AI to focus on memorizing it as it doesnāt really understand its purpose and thinks its just a critical feature of the art).
Tldr weird signature stuff an undesirable artifact of the training/generation process but also a minor one not worth a ton of time fixing when thereās bigger things to be working on (like actually developing the modelās artistic skills). You can expect future models though to remove signatures from their datasets to prevent the AI from thinking they have any importance in art (this is already done for watermarks for similar reasons).
Ai learns by taking Images in the dataset, then reapplying that As āHeyā, Thats a Head, or Thats a chest, and Needs to be there. Itās also why theres signatures that donāt make sense either. Itās trying to imitate that. It doesnāt build a brand new style. It only applies what it Sees in the dataset.
As with an artist. They have the freedom to learn from Artist Art. But Apply techniques to their own works.
Not the same anatomy/lighting/features/creatures/landscapes.
Itās like Dead/soulless. Like if Frankenstein were a piece of art.
Thank you for the in-depth reply. There certainly is a learning curve and it is not like anyone can just automagically get perfect finished pieces from it.
Iāll help you out.
Lunaās wing. (Celestiaās wing are different styles)
Luna has 3 Legs
Myself from AI art. Because (I*) got hit the hardest out of all artists here because of how evenly matched the machine does shading/rendering (Please check out my shading). People say that Iām the same as a machine in the community, which makes me really depressed.
To me at least when I look at the art. It has poor wonky signature and patreon labels. So that obliviously came from artist works. Perhaps Itās not the AI. But itās the AI users using artistās content without consideration. Maybe people here Like lemon have a point.
As far as I understand (Artstation community/discord) told me itās not about the style(You canāt copyright style) but the finished work, The way that it is. People canāt take that away from you. But they are. This is like A whole grey area because people sell fan art at conventions.
I did not spend a decade asking the pony art community for advice on how to improve just to only have every rule book fundamental fall apart and be broken and to be thrown out of the window.
OK, letās recap the damage of AI generated image and see if I have got it right.
That sounds possible, but AI generated images are usually random and in very similar styles if they actually look good(you can notice the shading and the lining).
Real artists have their own styles, and they can do work accurately. If it is just one art piece for visual pleasure then its possible that AI is more effective, but if you want to make a full video animatic, design your own OC, or make a scene for a story, then real artists would certainly do better immensely.
Really, no one deserves to be harassed, but there are always haters, with or without AI, no one can do much about them either.
That sounds true, but how is AI doing that? Taking someoneās one art piece, let it go through an AI and use the outcome as themselves is art theft, but Iād say that itās the same when real artists do that, because itās essentially taking the original artās idea inside. I donāt think AI makes a difference here.
There a massive difference between Learning from art and Working on top of art, My dude.
(Iāve been updating my signature for days now)
Not gonna lie, I knew I was being lazy with the wing but whatās wrong with the eye?
They are clearly different.
Do people who looks at your art, learn from it, gets inspired to make art needs to obtain consent from you to make art? Because this is what AI does. It looks at your art and learns from it. Exactly the same way (conceptually) as a human would. When you post something online publicly, people will look at it. People will unconsciously learn from it.
Do you want to prevent people using your work? Do not post it online at all, its that easy. Keep it a secret, destroy it once you are done making it.
How did you learn to draw? Have you looked at ANY prior piece of work before your first drawing? If you have, you just stole from the people who made those! Because they made something and you learned from it, even if you donāt realized it.
Also, there is the fact that whomever is drawing anything resembling MLP, is straight stealing from the intellectual property owner of MLP (who is Hasbro). Stop drawing anything related to any copyrighted material, invent your own characters, own creatures never seen before (ponies are already copyright protected). Letās see how quick you get traction.
And I see literally 0 resemblance to the art what the loudest artist here makes.
Again AI is just recognizing signatures incorrectly as important features of images, it doesnāt have the intelligence to really realize they are not something it should be adding to art (yet).
Keep Letting people mention that they are going to Mass Spam my art style, and devalue it 100X fold?
Keep hearing How my art is AI art and Not my real art, when Iāve been doing it for decades?
Iām just apposed to accept that Art now Doesnāt have No common courtesy to fundamentals anymore
When Iāve been chewed out by artistās for decades to focus on the fundamentals to improve as an artist?
And now Iām the bad guy because this AI artist canāt bother fixing Lunaās left eye, Or wing that mergeās with her body?
Respectfully, Iām not just a fan artist. Itās directed at all* my content I make. Including my original content.
I donāt think you understand what Iām saying. This is not about the content of the art. Itās about the final product.
All matters of AI aside, I think itās sad if you wound up harassed by anyone for any reason, or if you were ever made to feel ashamed or obsolete for your artstyle. Youāre a great artist whoās done great work, and Iāve never heard of you doing anyone wrong. If you had offered those free art lessons a couple years ago (back when I had more time and interest), I certainly would have taken you up on them. You can ask Rocket Lawn Chair about that if you think Iām just humoring you.
That may not be wrong but thatās also an apt description for the majority of human artists, so itās not a very effective criticism of AI unless you think youāre stealing other peopleās art by drawing inspiration and learning from things you see on Derpibooru.
Limited meaning within the confines of fair use. If the usage is fair use the artist has no right over it and cannot complain about copyright infringement or submit a DMCA etc. Copyright is not an infinitely powerful weapon you can use to silence or suppress anything you dislike. People have the right to criticize you using your work, people have a right to parody your work, people have a right to use it in various forms of research, and people likely have a right to use it in large generative AI models like this.
That is not how AI works. Learn how AI works first and maybe youāll have a better appreciation for what it is doing. In short though, AI learns to generalize various constructs of an image on every level, from the overall composition (e.g. what arrangement of different high level concepts will create a āponyā) down to the finest detail (stuff like texture, shading, lines, curves, etc). It is quite literally learning in a way very similar to how humans conceptualize things which is one of the one of the goals of modern machine learning in a way as things that see the world in a fuzzy way similar to how we do are quite useful for automating various workflows (e.g. an AI that can recognize images can take the place of a human content moderator or something like that). AI obviously is different from us and especially for art it generates art in a much different way (though do note stroke-based AI art is a thing, itās just a really stupid way for a computer to go about making art when brushes and strokes like that are more a necessity due to limited human/computer interaction technology like drawing tablets vs hooking your brain up to a computer directly), but it is not just taking images and pasting them together, it is learning the fundamental aspects of what make up images and art and that is provable in its generalization ability. You can say its inspiration is a tad lacking however since once learning these concepts you are in a way just interpolating around in a huge high-dimensional space of all the things that make up āartā, but it still is able to be creative despite that as much of that space is unexplored, and humans do the same thing a lot of the time as well to discover new combinations of existing ideas that work well (itās hard to say how much human inspiration truly comes from some magical complex brain BS vs how much is us just mimicking things in the environment and other content weāve seen).
The keyword being ālimitedā.
Incredibly. But, unless you have Disney streaming, it will cost to see it. It is on iTunes though.
I need to watch this show, is it good?
Not the same anatomy/lighting/features/creatures/landscapes.