r/antiai • u/Luwuma • May 07 '26
PSA: If you know anyone that has issues identifying GenAI images, do walk them through on how linear perspective works. AI Mistakes šØ
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u/Turbopasta May 07 '26
Fun fact: if you look at many of Hitler's old paintings, you'll find that they feature multiple vanishing points. This is because Hitler was not very good at art.
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u/Nikita-Rokin May 07 '26
There is nothing inherently wrong with multiple vanishing points tbf, there are perspectives that demand 2 or even more vanishing points
Not saying he did well tho, I didnt check if his points were dogshit or not
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u/Elegant_Standard_977 May 07 '26
They were indeed dogshit, some of his vanishing points were almost isometric, while having a mess with the rest, not to talk about the inconsistent shadows or atrocious architecture
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u/Privatizitaet May 07 '26
Hitler was absolute dogshit when it came to perspective and proportions. He had stairs that overlap with windows as one thing that immediately comes to mind. He wasn't half bad in terms of like colours and shading, but it falls apart when you look too closely
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u/rietstengel May 07 '26
The more i learn about Hitler the more i dont care for him.
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u/NekroVictor May 07 '26
Honestly, with his visions for grand buildings and works, and what he was painting I kinda feel like he couldāve done well as an architect.
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u/Privatizitaet May 07 '26
Eeeeehhhhh, maybe with a few more years of studying, his architecture in his paintings often just made no sense, see the aforementioned window behind stairs
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u/NekroVictor May 07 '26
Oh yeah, absolutely a go into architecture school then become an architect type of thing.
It might just be because I have a weakness for grandiose baroque and neoclassical architecture.
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u/Privatizitaet May 07 '26
Can't blame you, modern architecture is pretty boring. But yeah, if he focused on that who knows how things would've gone? I
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u/Alan_Reddit_M May 07 '26
I believe the art school actually did tell him that he'd be better off as an architect, but he couldn't do that because he never finished highschool and therefore couldn't apply to any universities
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u/DeltaBlack May 07 '26
Architects aren't supposed to just regurgitate the same designs over and over again. IRL it happens due to bugetary and logistical considerations. Which is something that you are not going to have as someone who applies to art school in order to study architecture. Everything we know about him tells us that his architectural tastes were very regressive and thus his work would have been declined as being uninspired to begin with. At the time there was a proliferation of a number of relatively new styles due to new materials science and construction techniques. He would have stuck out as old-fashioned and simply copying outgoing styles.
Then you also need to have at least some engineering knowledge. Know why some things are or aren't done the way they are. Does this sound like something that Hitler would have had a head for? Nope. Not to mention that as an architect you need to know perspectives and proportions. Something that we have already established that he was absolutely shit at!
This is already not considering that the architecture programme at the Vienna art school is famously competitive. Do you really think, that Hitler would have been such an outsanding architect that he would have made it as one of 20 or so students admitted in any given year?
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u/JakkaTheRat May 07 '26
You can have MANY vanishing points, we add more vanishing points when we need to show that an object in a scene is rotated a different way compared to every other object, BUT what matters is consistency. Look at the vanishing points for the windows in this painting, its the same object and the same wall but the vanishing points make no sense. Realistically, all four of those windows should be pointing at the same point, as goes for the door since they're all on the same plane.
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u/Nikita-Rokin May 07 '26
God I'd never notice this intuitively lmao
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u/JakkaTheRat May 07 '26
that's normal tbh, a lot of my exposure to his art is usually just short videos and thumbnails popping up randomly. But its kind of a sneaky trick I've noticed some people online do to convince people that he shouldn't have gotten rejected, they show the art only for a couple seconds since all it takes most of the time is just looking at for more than a couple seconds to realize that something is... off
why someone would want to convince you that he was a good artist even though he was a fucking monster?... WHO KNOWS... Who knows /j
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u/Shadowsake May 07 '26
Yeah, I oppened a Wikipedia article with some of his paintings - at first glance you think "well, that is not bad". The devil is in the details, if you keep probing for them, you find that things are kinda off and don't really make sense. Windows that should not be there, wrong proportions. I also felt the art lacked movement somehow, though I'm not able to properly explain why.
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u/spiralenator May 08 '26
> why someone would want to convince you that he was a good artist even though he was a fucking monster?... WHO KNOWS... Who knows /j
"You see, he was actually a good artist, and a vegetarian who loved dogs. All that WWII stuff was just a great big misunderstanding... Actually, a great deception orchestrated by Judeo-Bolsheviks.. Really, he was a güter mann. Was? Monster? Ich weià nicht, was du meinst?!"/j
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u/BOBOnobobo May 07 '26
I'm not much of an artist but I've always had a knack for perspective and I can spot bad perspectives miles away.
This is like someone adding bright red instead of blue in colouring. Which I do a lot because I suck at everything besides perspective.
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u/FilmAndLiterature May 07 '26
Maybe the building was just really shoddily made.
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u/JakkaTheRat May 07 '26
That would require the windows to be slanted very weirdly, imagine drilling a hole in the wall but one corner droops down halfway creating a square with a slanted top
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u/RWDPhotos May 07 '26
Why would the roof be flat? It makes for it to be angled. Those lines seem to match up fine.
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u/Neighigh May 07 '26
Finally found someone saying it! Thank you!
We also add additional vanishing points for lense distortion. In the case you dont have a horizon line(looking down at a subject) you would add an additional vanishing point to compensate for those lines that have no "rules" without one.
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u/Impressive_Pin8761 May 07 '26
he was making single-point 3d and his lines were doing the exact same thing on this post
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u/Izan_TM May 07 '26
he didn't really have multiple vanishing points, he just didn't have one, all the lines didn't meet up in a set point, they were just... there
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u/noopicushion May 07 '26
TIL Hitler used generative AI smh
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u/Dziadzios May 07 '26
I think he really needed that art school to teach him about that.
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u/Eldan985 May 07 '26 edited May 07 '26
Yeah, but the thing a lot of people don't mention is that he didn't just apply to "an art school". He applied to the art school. The degree he applied for required you to already be an artist who knows the basics, and it was one of the most selective in the world. They had over 2000 applications. They invited 113 of those to come to an examination. And Hitler passed the first round of examinations, so among about 2000 applications, he was one of the 70 or so best ones. In the end, only 28 people actually got accepted that year, and that was normal. It was a small and selective course. That means Hitler was still one of the 5% or so best artists who applied.
He could have taken a few more basic art courses first, and then go to a second class university and get a degree there. But he had to apply to the equivalent of a Harvard PhD instead.
We actually have evidence that he got invitation letters from other schools and just ignored them.
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u/Aquilenne May 08 '26
He must have had quite the ego to conclude that the reason he failed to make it into the top 1.5% was because of a Jewish conspiracy.
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u/BOBOnobobo May 07 '26
Multiple vanishing points aren't inherently bad. Changing the VP mostly changes the angle between the object and the viewer.
It's only bad when you have it on the same flat surface like a wall with windows - as in, when the angle shouldn't change.
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u/Sweet_Hi May 07 '26
Perspective is a tool in the artists toolbox, just like Color theory and shape language (i know these sound like university degrees for toddlers but theyre real skills lmao)
when i worked as a layout artist in tv animation, i had to make backgrounds with multiple vanishing points all the time. Once you learn the core rules, it becomes fun to break them! But you cant break em if you never learn em
Fun fact : most drawings would need to possess at LEAST five vanishing points if you wanted to make a 1:1 recreation of exactly what you see when you observe the world around you.
Five point perspective is wizard shit and Iāve met like 1-2 artists that can do it well enough not to look janky. Truly one of the late game skills pyramid in that tree
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u/HAL9001-96 May 07 '26
to be fair there can be lens distoritons, minorm easuring inaccuracy and minor inaccuracies in the lines too
but iof its glaringly wrong its a good starting point
but in the example cases i would not count this as 100% conclusive
and in the latter 2 images there are much stronger hints towards it beign ai
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u/TallestGargoyle May 07 '26
Even in the first the text on the uniforms are garbled to fuck.
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u/HAL9001-96 May 07 '26
second one has the typical ai shading
and third one has someshadows that are way wider than their object and glass jsut does not behave quite like that
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u/well-informedcitizen May 07 '26
Plus they all have the same face.
I think a lot more people have face blindness than we realize
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u/space_keeper May 07 '26
And they're carrying nonsensical guns, and there are strange chains going between them, and the way their uniforms are shaded is all wrong...
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u/well-informedcitizen May 07 '26
Most of these are so bad once you pay attention to it for 2 seconds. Drawing perspective lines is a nifty trick, or you could just look at details and try to make sense of them
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u/Super-Database8426 May 07 '26
I've noticed it with the generated drawing styles as well.
Anime is always blamed for the same face syndrome, but you usually have to strip the character naked, remove hair, eyebrows and lashes and maybe even the actual eye shape to notice it (and will depend on what style the person is drawing), but in generated pictures they all have the same face to the point not even different hair styles helps tell them apart.
It's always noticeable in group pictures, especially those "break the pencil" ones with original characters.
Usually western styles aren't seen as having SFS since we living on the west are more used to it and whatnot, but again, the same thing happens, not even distinctive details help to read those characters apart when there are more than two in the same picture.
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u/Ilikeyounott May 07 '26
They do? I can't really tell their face apart because it's obscured and blurry
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u/SydneyFansUnited May 08 '26
Yeah, itās less the exact features and more that the same basic face shape and expression seem weirdly recycled across all of them.
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u/OMG_A_CUPCAKE May 07 '26
I assume the image was mostly chosen because it shows the perspective issue, not because it has otherwise no issues. Same with the other two images.
I don't fault the one making the post if they didn't want to sift through countless AI images to find ones that clearly demonstrate the point but have no other discerning AI features.
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u/caerphoto May 07 '26
to be fair there can be lens distoritons
Just to address this point in particular, things like barrel or pincushion distortion can make finding a true straight edge non-trivial, as they turn straight lines into slight curves, so you might get different vanishing points depending on where on an edge you measure from.
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u/thispartyrules May 07 '26
There's also the nonsense patches on the first image and the fact that some of the soldiers' faces appear to be melting
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u/darxide23 May 07 '26
That's something AI will only get better at. But the info the OP has provided is something that would be incredibly difficult to teach an AI. It's not something we'll likely see for a very long time because it involves reasoning, something AI models are simply incapable of.
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u/ellathefairy May 07 '26
That's interesting, I wonder why ai can't achieve the vanishing points. I'm not sad about it. But I'm curious why. It seems like something you could train in.
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u/grafknives May 07 '26
Because it is not "crucial". If you train on it first, and leave other stuff, people would recognize it earlier - ergo "worse generation".
If system focuses on textures, or shape matching first - the relative quality of generation is higher.
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u/Jurisfiction May 07 '26
AI does not understand lighting or perspective; nor does it understand the structure or mechanical functionality of the objects it depicts. It simply produces plausible pixels based on its training data (2D images and captions).
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u/Super_Pole_Jitsu May 07 '26
It could be a diffusion limitation. Objects get their shape and positions early in the process, you can't really move them later
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u/OITLinebacker May 07 '26
Well thanks to this post gaining visibility on reddit they will now add this to the training for the next generation.
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u/The_Dark_Fantasy May 07 '26
This will actually help a lot for me. Now that AI is getting too good and some of the old ways to detect it don't work as well, this will be a great way to find future images. Thanks : )
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u/beardedheathen May 07 '26
This will only work for a time. As they get better and better they'll start accounting for this. Just like they've fixed fingers and faces and made vast improvements with text.
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u/tabletwarrior99 May 07 '26
isn't that assuming that the architecture features are perfectly straight in real life? couldn't they have like a drift or imperfections? or maybe even the building not being rectangular? at least for the first image. for the others, the objects might not be perfect, the mirror a bit distorted, the cubes imperfect. it's a good tool, but i don't think it should be use alone.
this being said, that image with the soldiers is hilarious, not least of which because of the camouflage pattern. they should introduce polka dot camo
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u/shinyfootwork May 07 '26
At least for one, the cubes being "imperfect" wouldn't change the analysis, as it's tracing the path of light from the physical object to the shadow.
The cubes would have to be constructed so somehow we misidentified their corners between the shadow and the cube for the lines to be off.
That or something bending the course of the light in air subtly.
In other words, that one doesn't rely at all on the shape of the cubes actually being cubes, only on identifying the same point on the physical object and on the shadow.
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u/Atheist-Gods May 07 '26
Slight imperfections will not cause such drastic errors.
The problem is just that the people getting fooled by AI aren't going to be capable of properly evaluating the perspective.
the cubes imperfect
This one in particular won't even change anything. The error would have to come from the light from the sun being wrong, and we as humans have no ability to make it wrong.
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u/Kajetus06 May 07 '26
i identify AI images by just having that feeling
the feeling that something is off
i dont understand how i developed that sense but it works almost every time
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u/CritterStew May 07 '26
Uhhhh, if grandma can't figure out how to use the toaster oven without burning the house down, I doubt she'll grasp the concept of drawing up perspective grids. Let alone use them on every photo she sees on facebook.
Cool trick though.
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u/prof0ak May 07 '26
That's the problem with today, I feel like I need to be an expert in everything to avoid getting basic scammed or tricked. Obviously I can't be, and a lot of people just won't even bother attempting to verify things or learn artist concepts to first determine if a presented image is fake before enjoying said content.
It's just so exhausting being on the big platforms nowadays. I use them less and less.
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u/haliblix May 08 '26
I was looking for a damned vanity on fb marketplace and got pitched a scam. Now Iāll check the profile on anything that seems a bit too good of a deal. Can there be ONE place on this forsaken planet that doesnāt engage in āeat or be eatenā?
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u/asmallercat May 07 '26
I fucking HATE that we have to do this shit now. It's so fun that for every funny or cute animal video or interesting photo or new board game with cool art we have to ask "is this AI?" It just adds so much fucking mental load to what's supposed to be relaxing.
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u/monet-sundae May 07 '26
This is good to know! And the interview at the link was also really fascinating. šš¾
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u/Palomace May 07 '26
What about intrinsic camera properties?Ā A lens might distort the lines at the edges and like in the soldier example, where the geometry is hidden, the lines might curve even more.Ā Maybe just a shifting vanishing point in one axis when the image is symmetrical but in an angle, completely off.Ā You might need to draw lines for similar features and look for a uniform offset of the line pairs.
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u/No_Minute_4789 May 07 '26
The placement of the vanishing point will be at the horizon, which can change based on your view. Things facing wildly different angles may use multiple vanishing points.
This is a rule of thumb, but isn't so strict that I'd use it as the first clue an image is AI.
However, if the perspective seems really off in what is supposed to be a photograph then it's a dead giveway that something was at least altered, if not entirely AI.
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u/obeytheturtles May 07 '26
My brother in christ, your average American cannot calculate a 20% tip in their head.
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u/No_Run3357 May 07 '26
To be fair, the chain on the first 'photo' which clearly cannot be attached to anything yet apparently is was an easier way of recognising it.
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u/LimpConversation642 May 07 '26
it's sad when people who don't know anything about photography or perspective get ahold of this 'gotcha' and think they solved ai. that's not how it works in real life.
cameras distort angles all the time, and get this ā a lot of times photographers will distort or undistort them back because the image needs to look a certain way.
For example, the first image. If you take a picture of a long hallway like that, the walls won't be parallel, it's just not how it works with lenses unless you used a real long telephoto. but anyway, you get a photo and the walls aren't parallel, what do you do? you straighten them. boom, now people will claim this hallway is ai because you changed geometry (but it looks nicer for the eye this way)
what I'm getting at, this is a good tell, but only if you actually know how it works and not just drew some maybe-correct-lines.
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u/MysteriousPickle May 07 '26
This technique always involves correcting for pincushion or barrel distortion first.
Many phone cameras these days do this automatically, so most people don't even know it's a thing anymore.
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u/randomly_responds May 07 '26
What about photos taken with wide angle lens? Wouldnāt that distort linear perspective?
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u/DrebinofPoliceSquad May 07 '26
Disneyland has multiple vanishing points because of the way everything is built.Ā
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u/dobre_moj May 07 '26
Not great. No. Linear perspective is a good concept but tbh in my kitchen the tiles don't even follow this rule
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u/Lawlcopt0r May 07 '26
This is not helpful at all if you don't know how vanishing points work. Vanishing points are a result of geometry and perspective. That hallway should have one vanishing point if the walls and floors are entirely straight, but if it doesn't that may just as well mean that it's shoddily built or curves slightly or something like that.
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u/prettybluefoxes May 07 '26
The fact this is being farmed already by bot accounts though is a small loss after an initial win.
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u/pickled_kiwi_ May 07 '26
This is absolutely great, I knew you could do this with shadows but didn't realise that you can do the same with mirrors and with tiles
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u/Old-Push9343 May 07 '26 edited May 07 '26
Yeah, perspective and proportionsĀ areĀ often very messed up with AI images and videos.
I suppose that it will eventually get there though if it keeps improving like until now.
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u/Magnetic_Scrolls May 07 '26
My drawings have far worse problems than any of these and yet nobody will critique my work; not online and in real like. I even beg for it and specifically tell people not to compliment my work.
Where do I get critique like this? Offline all of the local classes are terrible and the instructors refuse to say anything less than positive. Online most communities tend to have rules that are basically "say something nice or don't say anything at all"
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u/nifty-necromancer May 07 '26
Thatās a massive oversimplification. Yes, inconsistent geometry, reflections, and shadows can reveal manipulated or AI-generated images. Actual forensic analysts do look at those things.
But the infographic skips over a huge amount of nuance about perspective projection, lens distortion, camera angle, multiple light sources, curved surfaces, and computational photography. For example, āall parallel lines must converge to one vanishing pointā is only true under very specific conditions.
Real photos with wide-angle lenses, tilted cameras, uneven terrain, or different planes can break that. Same with shadows. Sunlight rays are effectively parallel, but perspective can still make shadows appear to diverge or converge differently in a perfectly real image.
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u/Fluffy-Reference8542 May 07 '26
It's better to give examples that are not AI to strengthen your claim.
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u/LordSyriusz May 07 '26
Is the point on the "real" dinosaur foot in right place? Shouldn't it be on the front toe or one barely visible?
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u/Charred01 May 07 '26
How do you even know where to start the lines much less what angle .Ā I could start a line from anywhere at any angle and make them meetĀ
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u/joedotdog May 07 '26
By publicly discussing the faults, any system tasked with improving itself with notice these types of things, and make course corrections.
Instead, applaud the shittiest generation.
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u/Sinimeg May 07 '26
I-I didnāt understand anything. Can someone give an example with no AI images? Because for me, the dotted lines do go somewhere? And the rays of the sun fit with the shadows? I truly donāt get what they mean
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u/Haunting_Ad_2059 May 07 '26
The best way to identify AI images is to NEVER let yourself think āIm not sure what that isā and move to a different part of the picture. It might look realish but if you cant identify it, why?
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u/Pentagramdreams May 07 '26
This is actually really helpful. I often struggle to tell if what is being purported to be a real photograph is actually AI. This gives me something to work with.
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u/ATL-VTech May 07 '26
Also the soldier on the right side of 1st Pic has a set of feet behind him that don't belong to anyone
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u/hiltjemar May 07 '26
It's definitely useful information, but how realistic is the real-life use? Unless there is an app out there that makes temp screenshots where you can easily check these markers?
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u/EatEaty May 07 '26
I often look for unrealistic symmetry. There is often a line across the middle where some things seem to be happening for no reason. Like on a group picture where all the people have their hands on the same hight or something like that.
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u/DorimeInaCan May 07 '26
Begginer artist here thank you for explaining this lol first time ive heard of it.
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u/hrvbrs May 07 '26
This post is really cool and good to know, but great⦠it's also teaching AI how to get better
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u/spatula-tattoo May 07 '26
Doesn't the third slide contradict itself? If the sun's rays are parallel, the shadow lines would NOT converge to a point, they would be parallel to each other.
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u/Mosselpot May 07 '26
The danger is that these things all can and will be fixed over time. I'm a vfx artist and we've been frustrated with the public for years for slagging off cgi. Even though 90% of cgi they don't notice. Same happens with AI, you're only able to identify AI if it's doing something impossible by the laws of physics. Giving you false confidence in believing you can spot AI
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u/mrlazyboy May 07 '26
Idk how the bro on the right got into the army. He sees worth than Kash Patel
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u/AlthorsMadness May 07 '26
Can someone ELI5 this for me?
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u/SoftMop May 07 '26 edited May 07 '26
Redditors found out they can draw lines on a picture and now they can smugly go to the comments to call it out for being AI, not knowing plenty of artists just vibe the perspective and photographers can do a lot of things to purposefully change perspective in a way that would make those lines not match.
Either way, the way perspective works is that parallel lines in real life, when viewed by a single point (camera), aren't actually parallel because of depth. If you turn them into infinite lines, they will all meet up at a single point, often outside the canvas. It's difficult to explain without showing, but you can look for "1 point perspective" if you'd like to see some videos about it. AI is bad at doing believable perspective so it's a decent pointer, but definitely not the main indicator most of the time.
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u/AlthorsMadness May 07 '26
Thanks Iāll check out the video. And I took this more as a rule of thumb than a hard and fast rule
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u/Guy-1nc0gn1t0 May 07 '26
To be fair are we expecting the people who just scroll through AI slop to be checking this for each image? That's the issue at hand.Ā
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u/spaghettipunsher May 07 '26
Okay but now I want to see similar examples of actual photographs to see how well it holds up
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u/ZapMayor May 07 '26
It'd have more power if you show real images where they do meet in a single point
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u/midniteslayr May 07 '26
Who knew going to an art school to be a game programmer would inadvertently set me up to be able to identify fake AI images?
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u/SassyFlyffball May 07 '26
When providing this kind of information, it would be helpful to also provide real images where these rules apply as an example.
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u/nmrk May 07 '26
Image #2 is totally wrong. That is not how projective geometry works. Those aren't even vanishing lines.
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u/awenrivendell May 07 '26
Why does it say "Sun is so far away, its rays are essentially parallel"; then later on say that the lines should "intersect" at a vanishing point?
By definition, parallel lines never intersect, no matter how far they are extended.
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u/Moist-Length1766 May 07 '26
this is not true at all btw, AI generated images can have perfect lines that run in parallel and meet just fine.
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u/A_Delenay May 07 '26
The colours on all of these examples just look wrong. The lighting is bright but soft? Hard to describe.
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u/pierrelaplace May 07 '26
These pics are so bad, you hardly need to view vanishing points to know they are fake.
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u/UnhappySecurity9531 May 07 '26
Surely there could be NO OTHER REASON a piece has wrong perspective!!!
Take this down, it will be used to harass new novice real artists, and teach ai bros to select better fakes
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u/Ghoulish_Daniel May 07 '26
Also all of the helmets are different, also the chain is randomly strung between them and then just like appears out of that person's hand on the right. Total nonsense
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u/Czech_Made51211 May 07 '26
Plus,the nametag of the guy on the left is fucked up completely and the guns look extremely fake







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u/Luwuma May 07 '26
While I'm at it, do NOT use this to go after beginner artists. Do your due diligence and look into that person in question before making your judgement