Stable Diffusion 3 Announced! How can you get it?
Summary
TLDRThe video script introduces Stable Diffusion 3, a new AI model from Stability AI that promises improved performance in multi-modal prompts, image quality, and spelling abilities. The narrator compares Stable Diffusion 3's text generation capabilities with Dolly and Midjourney, showcasing examples where Stable Diffusion 3 excels at incorporating text prompts into generated images. The script also highlights the model's ability to understand complex prompts and accurately represent text details in the generated images. Overall, it builds anticipation for Stable Diffusion 3's upcoming public release, inviting users to sign up for the waitlist.
Takeaways
- 🔥 Stability AI has announced Stable Diffusion 3, their latest text-to-image model, with improved prompt understanding, text rendering, and image quality.
- 🌍 Stable Diffusion 3 excels at rendering legible and accurate text within generated images, outperforming competitors like DALL-E 3 and Midjourney in the provided examples.
- 📝 The video compares Stable Diffusion 3's text rendering capabilities with DALL-E 3 and Midjourney, showcasing its superiority in following prompts involving text.
- 🎨 While Midjourney may produce more aesthetically pleasing images in some cases, Stable Diffusion 3 adheres more closely to the provided prompts, especially those involving text.
- 🔍 The video analyzes various prompts and their respective outputs from the three models, highlighting Stable Diffusion 3's strengths in prompt understanding and text integration.
- ⏳ Stable Diffusion 3 is currently in an early preview stage, with a waitlist available for interested users to sign up.
- 📄 A white paper detailing Stable Diffusion 3's capabilities is expected to be released in the near future.
- 🚀 Stability AI claims that Stable Diffusion 3 offers improved performance in multi-object prompts and spelling abilities, in addition to better prompt understanding and text rendering.
- 🔬 The video encourages viewers to explore more examples shared by Stability AI employees on Twitter to further assess Stable Diffusion 3's capabilities.
- 💬 Overall, the video presents Stable Diffusion 3 as a significant advancement in text-to-image generation, particularly in terms of accurate text rendering and prompt comprehension.
Q & A
What is Stable Diffusion 3?
-Stable Diffusion 3 is a new text-to-image AI model announced by Stability AI, claimed to have improved performance in multi-modal prompts, image quality, and spelling abilities.
How does Stable Diffusion 3 handle text-to-image prompts compared to other models like DALL-E 3 and Midjourney?
-Based on the examples shown in the video, Stable Diffusion 3 seems to excel at understanding and accurately rendering text prompts within the generated images, outperforming DALL-E 3 and Midjourney in some of the demonstrated cases.
What are the key improvements promised by Stable Diffusion 3?
-According to Stability AI, Stable Diffusion 3 promises greatly improved performance in multi-modal prompts (combining text and image), better image quality, and enhanced spelling abilities when rendering text within generated images.
When will Stable Diffusion 3 be available for public use?
-The video mentions that Stable Diffusion 3 is currently in early preview, and users can sign up for the waitlist to get access once it's more widely released.
How do the text rendering capabilities of Stable Diffusion 3 compare to DALL-E 3 and Midjourney in the examples shown?
-In the examples shown, Stable Diffusion 3 appears to be more accurate in rendering text prompts as part of the generated images, while DALL-E 3 and Midjourney struggle with text accuracy or legibility in some cases.
What is the significance of improved text rendering in Stable Diffusion 3?
-Improved text rendering abilities in Stable Diffusion 3 could potentially open up new applications and use cases for text-to-image AI models, such as generating images with precise text labels, logos, or other textual elements.
How does the image quality of Stable Diffusion 3 compare to other models based on the examples shown?
-The video does not provide a definitive comparison of image quality between Stable Diffusion 3 and other models, stating that the focus is primarily on text rendering abilities in the shown examples.
Will there be a public whitepaper or technical details released for Stable Diffusion 3?
-According to the video, a whitepaper for Stable Diffusion 3 is expected to be released in the coming days, providing more technical details and information about the model.
How does the prompt understanding of Stable Diffusion 3 compare to DALL-E 3 and Midjourney in the examples shown?
-Based on the examples in the video, Stable Diffusion 3 appears to have strong prompt understanding capabilities, accurately rendering complex prompts with multiple elements and instructions. However, a more comprehensive comparison with other models is not provided.
What is the potential impact of Stable Diffusion 3 on the text-to-image AI landscape?
-If Stable Diffusion 3 delivers on its promised improvements in text rendering, image quality, and prompt understanding, it could potentially set a new benchmark for text-to-image AI models and drive further advancements in the field.
Outlines
🤖 Comparing Stable Diffusion 3 with Dolly and Midjourney
The paragraph compares the text rendering capabilities of the newly announced Stable Diffusion 3 with Dolly and Midjourney using sample prompts and generated images. It highlights how Stable Diffusion 3 is able to produce better text integration within images compared to the other two AI models, particularly in terms of legibility, accuracy, and stylistic alignment with the prompts. The comparison suggests Stable Diffusion 3's improved prompt understanding and text rendering abilities.
🖼️ Exploring Stable Diffusion 3's Prompt Understanding
This paragraph further examines the prompt understanding capabilities of Stable Diffusion 3 by showcasing various examples shared by developers on Twitter. It compares the results with those of Dolly and Midjourney, demonstrating Stable Diffusion 3's ability to accurately interpret and render text elements based on the prompts. The examples cover scenarios like rendering specific text on objects, color-coding elements, and incorporating textual elements in creative compositions. The comparison suggests Stable Diffusion 3's superior prompt understanding and text rendering abilities.
Mindmap
Keywords
💡Stable Diffusion
💡Prompt
💡Text Generation
💡Image Quality
💡Cherry-picked
💡Prompt Understanding
💡DALL-E
💡Waitlist
💡White Paper
💡Preview
Highlights
Stable Fusion 3 announced by Stability AI, emphasizing improved text in images.
Comparison between Stable Fusion 3, DALL-E 3, and MidJourney showcasing text integration capabilities.
Stable Fusion 3's text rendering capabilities highlighted through example prompts.
Stability AI promises better prompt understanding, image quality, and spelling with Stable Fusion 3.
Cherry-picked examples from Stability AI demonstrate improved text clarity and integration.
Waitlist sign-up for early access to Stable Fusion 3 announced.
White paper on Stable Fusion 3 expected soon, indicating a closer look at its technical advancements.
Early previews of Stable Fusion 3 shared on social media, showcasing text in complex scenes.
Comparisons between DALL-E 3, MidJourney, and Stable Fusion 3 reveal differences in text rendering.
Example prompts show Stable Fusion 3's superior text recognition in detailed scenes.
Stable Fusion 3 displays better understanding of complex prompts compared to competitors.
Aesthetic and prompt accuracy compared across AI models, with Stable Fusion 3 showing promising results.
Stable Fusion 3's text integration in varied scenarios, like news clips and decorative texts, praised.
Upcoming comparisons and reviews of Stable Fusion 3 anticipated as more users gain access.
Final thoughts on Stable Fusion 3's potential impact on creative AI applications.
Transcripts
stable Fusion 3 was just announced by
stability AI what's the big deal then
well I'll tell you prompt understanding
text like real proper text and is there
anything else well let's check it out oh
and what color is the wind
blue
AI let's just start off with a quick
comparison here so here we have a prompt
epic anime artwork of a wizard at top a
mountain at night casting a cosmic spell
into the dark sky of the says stable
diffusion 3 made out of colorful energy
and the example here is stable defusion
3 this is obviously cherry pick so only
have one image to go from but I took the
same prompt here and I put it into
dolly3 which is the middle one here and
mid Journey which is the the one to the
right here and I didn't cherry pick this
at all I just took the first four Images
out of both Dolly and mid journey I also
did some some comparisons with
sdxl but honestly we don't even need to
look at that because we're not getting
any text at all the images look fine
that's not the issue uh but for this
example it's all about the text and in
the stable Fusion 3 one here we actually
get some pretty good looking text now
the A and the B has kind of merged
together but it's fine you can see they
actually says stable diffusion three in
the dolly example here in the middle
they're kind of cool uh we are not
getting any text recognition at all now
dolly is amazing for prompt
understanding and most of the time it's
pretty good at text but not in this
example we're going to look at some
examples later where uh Dolly shines a
little bit more and in the right example
here the mid Journey one the text is I
mean you can see what it says and for
one of the images here it actually is
spelled correctly now in three of them
it is not but it's very very close
however the text in the mid Journey one
isn't really getting the style of the
prompt so it's not really casting a
cosmic spell into the sky that says stab
diffusion 3 in the stable diffusion
example it actually becomes a part of
the image I'm going to check some more
uh comparisons in a bit now if you go to
stability AI site they have a News Post
basically saying stabil Fusion 3
announcing in early preview our most
capable text image model with greatly
improved performance in multi-ub prompts
image quality and spelling abilities
what that is is basically it's going to
be able to understand your prompts much
much better and be able to get text in
there is it going to be much much better
image quality I don't believe so at this
time but we'll need to compare On's
custom train models are out there now
looking at the the examples here which
are obviously Cherry Picked you can see
the text is is well pretty good so we
have a text here go big or go home next
to this apple here here we have the
stabil fusion 3 inside of this paper
newspaper clip magazine clip whatever
and here we actually have a text on two
different parts you have go on the sign
here and dream on on the bus and if you
look closely it actually says stable
Fusion on the side here on the bus and
it looks like it's not super clear but
it looks like it's spelled correctly
looks like one i2f and one s there so
that's so far pretty cool now this isn't
available for you to use yet however you
can sign up for the wait list and you do
that by clicking this little thingamajig
here which will get you to this sign up
form sign up here submit and uh you'll
be in the wait list now I talked to a
developer about this and we will be
seeing a white paper in the coming days
after that they're going to start start
inviting people to the the preview I
know some YouTubers have already said
that they have officially gotten uh a
confirmation that they've got it in yet
I haven't ping emad about that some of
us are actually focusing particularly on
stable Fusion but in general looking at
these images we can't say much because
these are examples Here Without Really
any prompt stuff like that however if
you uh search around on the interet a
little bit you can actually find that on
Twitter some of the the people of
stability AI in this case Andre which is
uh working with media in stability has
posted images with the prompts so in
this one here photo of a 19s desktop
computer on a work desk on the computer
screen it says welcome on the wall on
the background we see beautiful graffiti
with the text sd3 very large on the wall
so in this chair picked again example
it's very good now if you compare this
to for example Dolly which is this one
here and I'm going to pull up an a mid
Journey one which is this one to the
right here we can see that in the dolly
one here to the test we're getting some
welcome on the screen looks very good
fairly good uh we are getting the SD
text in the wall behind here however it
doesn't say
sd3 it's an S here this one says
sdp3 and the other one on I can't really
read at all the same prompt in in mid
Journey gives you welcome you get an sd3
on the screen in three of the examples
you get an sd3 behind here in some of
them uh this one says s D3 or SDI 3 uh
so you know it's somewhat getting it but
not fully with comparing the prompt
understanding just apart from the text
I'd say they're currently on a okay
level because we're comparing random
results from a chair pick result so
we'll have to do a proper comparison
once we can start generating our
ourselves so this is just a rough
estimate now next up here we have a
prompt that is resting on the kitchen
table is an embroidered cloth with a
text good night and an embroidered baby
tiger next to the cloth there is a lit
candle the lighting is dim and dramatic
you can see that for both stable Fusion
3
and doly you're getting good text here
so there's good prompt recognition
regarding the text you can see that it
says good night and for two of the
images is actually well looks pretty
good for Mid Journey we are losing the
text in most of the images however we
are getting a more cinematic Vibe so
just from a visually appealing or
aesthetically appealing sense that image
you look looks well a little a little
more beautiful however from a prompt
perspective both stable Fusion 3 here
and Dolly kind of wins in that regard if
you want to keep browsing there are more
images on Twitter check out emat check
out Andre here's an example with three
transparent glass bottles and a wooden
table it's actually understanding that
the left one should be red the middle
one blue and the green one here is on
the right and they're numbered 1 2 3 so
that's pretty cool I would love to know
what you feel in the comments below but
there is more stuff if you just keep
checking the Twitter here in this image
we have a photo of a red sphere on top
of a blue cube behind them is a green
triangle on the right is a dog on the
left is a cat and that is tremendous
prompt understanding really good if if I
say so myself thanks for watching see
you
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