An image (from Latin:imago) is an artifact that depicts visual perception, for example a two-dimensionalpicture, that has a similar appearance to some subject—usually a physical object or a person, thus providing a depiction of it.
A volatile image is one that exists only for a short period of time. This may be a reflection of an object by a mirror, a projection of a camera obscura, or a scene displayed on a cathode ray tube. A fixed image, also called a hard copy, is one that has been recorded on a material object, such as paper or textile by photography or any other digital process.
Image is an original novel based on the U.S. television series Angel.
Plot summary
Cordelia Chase has a vision of a child being attacked by a squidlike demon. Meanwhile, Gunn is trying to rescue a young artist; the artist's studio is being attacked by vampires. Cordelia goes to investigate the mansion from her vision. She soon finds herself surrounded by baby products, portraits, and chased by a tentacled monster.
When Angel arrives on the scene, he is surprised to discover that he recognizes some of the portraits. He holds distant memories of him and Darla spending a night with storytellers and artists. Angel reveals that he and Darla were present at the party where Mary Shelley was inspired to write Frankenstein; indeed, they witnessed the event that gave Mary the initial idea.
An old evil is trying to use a painting to preserve the life of its body, which, in the terms of the story, inspired the novel The Picture of Dorian Gray. In their efforts to save a child the villain is focused on, Team Angel will learn not to judge everything by its image.
For any object Z with a morphism and a monomorphism such that , there exists a unique morphism such that .
Remarks:
such a factorization does not necessarily exist
g is unique by definition of monic (= left invertible, abstraction of injectivity)
m is monic.
h=lm already implies that m is unique.
k=mg
The image of f is often denoted by im f or Im(f).
One can show that a morphism f is epic if and only if f = im f.
Examples
In the category of sets the image of a morphism is the inclusion from the ordinary image to . In many concrete categories such as groups, abelian groups and (left- or right) modules, the image of a morphism is the image of the correspondent morphism in the category of sets.
Boat is a short film directed by David Lynch, released in 2007 on the DVD anthology Dynamic:01.
Synopsis
Shot on digital video, Boat features closeup shots of a man (eventually revealed to be Lynch himself) taking a speedboat onto a lake, while a young woman (Emily Stofle) provides a dreamy, confused description of what is happening. Halfway through, Lynch turns to the camera and announces "we're going to try to go fast enough to go into the night". He speeds up the boat, which does indeed travel into the night.
Magdalena Bay - Image (Official Video)
Magdalena Bay’s album Imaginal Disk, out now: https://imaginaldisk.world
Listen: https://magdalenabay.lnk.to/imaginaldisk
Shop: https://magdalenabay.lnk.to/imaginaldisk/officialstore
Listen to “Image”: https://magdalenabay.lnk.to/image
"That's My Floor" Official Video: https://magdalenabay.lnk.to/thatsmyfloor/youtube
“Death & Romance” Official Video: https://magdalenabay.lnk.to/deathandromance/youtube
Imaginal Disk YouTube Playlist: https://magdalenabay.lnk.to/imaginaldisk/youtube
See Magdalena Bay live on The Imaginal Mystery Tour: https://magdalenabay.lnk.to/tour
Sign up for Magdalena Bay Updates: https://magdalenabay.lnk.to/Laylo
Subscribe to Magdalena Bay’s YouTube Channel: https://magdalenabay.lnk.to/YTSubscribe
Website: https://magdalen...
published: 10 Jul 2024
माधव नेपालको पार्टी: पहिले अध्यादेशको भर, अहिले अध्यादेशको डर...देउवाले जोगाए ? वा ओलि लोलाए ?
“Images” by Emily Linge.
Subscribe: https://youtube.com/@EmilyLinge/?sub_confirmation=1 | Spotify: https://open.spotify.com/artist/1oHuewfSrJgCviOzYBcr5A
Watch the newest videos: https://youtube.com/playlist?list=PLG9gKlFD44lR-LpqMMcg8EmOQObae_iCA&playnext=1&index=2
Special thanks to @OvidioDeFerrari for helping with the piano solo.
Thanks also to @elvisgaragic9104 from @SoundStruckStudios Dubai for adding some light percussion and the mix/mastering.
Images. Written by Emily Linge
Alone, on my own
In a peaceful mind
I reach for my phone and see what I find
In my hand
See my life unfold
A daydream so real
Or so it seems to be
Images of moments so dear to me
The moments that define our path
And what we’ll be
I just love to look at photos in my phone
They define our past and how m...
published: 23 Oct 2024
Magdalena Bay - Image
Image by Magdalena Bay is from the upcoming album, Imaginal Disk, out August 23: https://imaginaldisk.world
Lyrics
What’s the best you’ve got?
I forgot all my common sense
I need all the common sense
Time to start the clock, from the top
I need confidence
Confidence in medicine
But oh my god
22 more minutes
Ooh, so hot
Meet your brand new image
I’m the best you’ve got
True or not
I’ve got common sense
I’ve got all the common sense
Time to let me in
Let’s begin
There’s no heaviness
Just over the precipice
But oh my god
21 more minutes
Ooh, so hot
Meet your brand new image
Ooh, my god
Just a few more minutes
Ooh, so hot
It’ll be much clearer
But oh my god
Make me in your image
Ooh, so hot
Through a two way mirror
Ooh, my god
Only one more minute
Ooh, so hot
Meet your brand new...
published: 14 Jul 2024
MAJOR Upgrades to AI Art Tools! & Open AI's new Image Gen!
In this episode, I cover the latest breakthroughs in AI image generation. First, I dive into Ideogram Canvas, demonstrating its outpainting, image extension, and MagicFill features. Next, we explore MidJourney's new image editor and retexturing capabilities. I also examine the newly released Stable Diffusion 3.5 from Stability AI and its capabilities, comparing it to models like Flux. Finally, I discuss OpenAI's new consistency models (SCMs), which enhance efficiency and image generation speed with just two sampling steps. Join me as I explore these exciting advancements, and don't forget to join our Discord for real-time updates from the AI community!
▼ Link(s) From Today’s Video:
Ideogram Canvas: https://ideogram.ai/canvas
Open AI sCMs https://twitter.com/OpenAI/status/184913978336234...
published: 24 Oct 2024
IMAGE (OFFICIAL VIDEO) - DEEP KALSI FEAT. RAFTAAR | HIP HOP SONG | KALAMKAAR
Watch 'IMAGE' from Deep Kalsi's EP - Winners Circle.
Winners Circle EP has 5 tracks with totally different vibes from each other from the artists image to the grateful feeling after being high ,from tired of this relationship to the memories of the past relationships , it comes to an end with a banger westcoast boombap vibe (this side) which tells about the gang gang part of the artists
Click here to Subscribe: https://bit.ly/KalamkaarYT
Listen to 'Image' on audio stores: https://deepkalsi.bfan.link/winners-circle.yde
Spotify: https://deepkalsi.bfan.link/winners-circle/spotify
JioSaavn: https://deepkalsi.bfan.link/winners-circle/jiosaavn
Amazon: https://deepkalsi.bfan.link/winners-circle/amazonMusic
Gaana: https://deepkalsi.bfan.link/winners-circle/gaana
Resso: https://deepkalsi.bfan....
published: 19 Mar 2022
How To Use New Image Wand Correctly! | A Complete Walkthrough
iPadOS 18.2 Dev Beta 1 is here and we finally got all the features we were looking for!
Become a member: https://www.youtube.com/@9to5Mac/membership
→ Watch more videos:
5 years with Apple Card: https://youtu.be/2UICRUblnUc
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Waterfield Shinjuku Messenger: https://www.sfbags.com/products/shinjuku-messenger-bag WOOLNUT leathe...
published: 24 Oct 2024
John Lennon - Imagine (Lyrics)🎶
John Lennon - Imagine (Lyrics)🎶
follow my tiktok account:
tiktok.com/@victorwatan
Visit My Karaoke Channel:
https://www.youtube.com/channel/UCWrfH0lASC7SyR6uJXwSngg/videos
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No copyright infringement is intended all credit to the owner of the song..
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- no need to issue copyright strike on my channel jut contact me and I shall removed it ASAP
- if you need a song removed from my channel please contact me first [email protected]
Copyright Disclaimer und...
(c) 2018 smallroom Bangkok Pop Music Label since 1999
Story by : Image Suthita
Produced by : Smallroom
Production by : ComeHereFreelance
Lyrics & Music by : Ruzzy
Arranged by : J.U.M.P.
Drum : Thuwanon Tantiwattanaworakul
Guitar : Pariyapas Usaha
Bass:Pada Setapram
Keyboard and Chorus : Natanich Bunsila
Magdalena Bay - Image (Official Video)
Magdalena Bay’s album Imaginal Disk, out now: https://imaginaldisk.world
Listen: https://magdalenabay.lnk.to/imaginaldis...
Magdalena Bay - Image (Official Video)
Magdalena Bay’s album Imaginal Disk, out now: https://imaginaldisk.world
Listen: https://magdalenabay.lnk.to/imaginaldisk
Shop: https://magdalenabay.lnk.to/imaginaldisk/officialstore
Listen to “Image”: https://magdalenabay.lnk.to/image
"That's My Floor" Official Video: https://magdalenabay.lnk.to/thatsmyfloor/youtube
“Death & Romance” Official Video: https://magdalenabay.lnk.to/deathandromance/youtube
Imaginal Disk YouTube Playlist: https://magdalenabay.lnk.to/imaginaldisk/youtube
See Magdalena Bay live on The Imaginal Mystery Tour: https://magdalenabay.lnk.to/tour
Sign up for Magdalena Bay Updates: https://magdalenabay.lnk.to/Laylo
Subscribe to Magdalena Bay’s YouTube Channel: https://magdalenabay.lnk.to/YTSubscribe
Website: https://magdalenabay.lnk.to/website
Instagram: https://magdalenabay.lnk.to/Instagram
TikTok: https://magdalenabay.lnk.to/TikTok
Facebook: https://magdalenabay.lnk.to/Facebook
X: https://magdalenabay.lnk.to/Twitter
Twitch: https://magdalenabay.lnk.to/Twitch
Spotify: https://magdalenabay.lnk.to/Spotify
Apple Music: https://magdalenabay.lnk.to/AppleMusic
CREDITS:
Director: Amanda Kramer @listentosilk
Written & Edited by: Magdalena Bay
Executive Producer: Doug_Klinger
Executive Producer: @clopezestrada
Production Company: @AntigravityAcademy
AGA Producer: @claire.dcp
Producer: Katie White @katiewhitetoday
1st AD: Lauren Bates @bloody_lip_productions
Production Manager: Matthew John Benton @matthewjohnbenton
DP: Patrick Jones @patrick_jones
1st AC: Terra Gutmann-Gonzalez @terragutgonz
2nd AC: Melisse Sporn @mlispo
VFX: Kyle Dettman, Igor Eyth, Yura Karikh
Additional VFX: Magdalena Bay
Colorist: Avery Niles @avery_niles
Gaffer: Nate Thomson @natethomson1
BBE: Taylor Balfour @taylor_balfour
Key Grip: Carl Stewart @stewartcarl
BBG: Riley Prichard @rileyy.coyote
Production Designer: Alexah Acuña @cinnamon_hands
Art Director: Parhom Jamshidi @dan_lathers
Costume Designer: Krissie Torgenson @krissieee
Costume Assistant: Taryn Hickey @ttsayswoah
Truck PA: Enrique “kiwi” Reyes @kiwi_foo
Production Assistant: Sean Jacobson @seanlolwut
Production Assistant: Saige Kristian @saigeyk
Makeup Artist: Edwin Monzon @edwinmonzon
Makeup Artist: Fernanda Machado @pompberry
TALENT:
The Doctor: James Jelin @jelinj
Disk Sales Entity 1: Liza Babin @liza_bab
Disk Sales Entity 2: Megan Seely @mtseely
Additional Talent: Allie-Rae Treharne @allieraebird
Additional Talent: Alyssa Tortomasi @alyssatortomasi
Additional Talent: Derek Delson @derekdelson
Additional Talent: Nate Mcleod @natey_light
LYRICS:
What’s the best you’ve got?
I forgot all my common sense
I need all the common sense
Time to start the clock, from the top
I need confidence
Confidence in medicine
But oh my god
22 more minutes
Ooh, so hot
Meet your brand new image
I’m the best you’ve got
True or not
I’ve got common sense
I’ve got all the common sense
Time to let me in
Let’s begin
There’s no heaviness
Just over the precipice
But oh my god
21 more minutes
Ooh, so hot
Meet your brand new image
Ooh, my god
Just a few more minutes
Ooh, so hot
It’ll be much clearer
But oh my god
Make me in your image
Ooh, so hot
Through a two way mirror
Ooh, my god
Only one more minute
Ooh, so hot
Meet your brand new image
#MagdalenaBay #Image #ImaginalDisk
Magdalena Bay - Image (Official Video)
Magdalena Bay’s album Imaginal Disk, out now: https://imaginaldisk.world
Listen: https://magdalenabay.lnk.to/imaginaldisk
Shop: https://magdalenabay.lnk.to/imaginaldisk/officialstore
Listen to “Image”: https://magdalenabay.lnk.to/image
"That's My Floor" Official Video: https://magdalenabay.lnk.to/thatsmyfloor/youtube
“Death & Romance” Official Video: https://magdalenabay.lnk.to/deathandromance/youtube
Imaginal Disk YouTube Playlist: https://magdalenabay.lnk.to/imaginaldisk/youtube
See Magdalena Bay live on The Imaginal Mystery Tour: https://magdalenabay.lnk.to/tour
Sign up for Magdalena Bay Updates: https://magdalenabay.lnk.to/Laylo
Subscribe to Magdalena Bay’s YouTube Channel: https://magdalenabay.lnk.to/YTSubscribe
Website: https://magdalenabay.lnk.to/website
Instagram: https://magdalenabay.lnk.to/Instagram
TikTok: https://magdalenabay.lnk.to/TikTok
Facebook: https://magdalenabay.lnk.to/Facebook
X: https://magdalenabay.lnk.to/Twitter
Twitch: https://magdalenabay.lnk.to/Twitch
Spotify: https://magdalenabay.lnk.to/Spotify
Apple Music: https://magdalenabay.lnk.to/AppleMusic
CREDITS:
Director: Amanda Kramer @listentosilk
Written & Edited by: Magdalena Bay
Executive Producer: Doug_Klinger
Executive Producer: @clopezestrada
Production Company: @AntigravityAcademy
AGA Producer: @claire.dcp
Producer: Katie White @katiewhitetoday
1st AD: Lauren Bates @bloody_lip_productions
Production Manager: Matthew John Benton @matthewjohnbenton
DP: Patrick Jones @patrick_jones
1st AC: Terra Gutmann-Gonzalez @terragutgonz
2nd AC: Melisse Sporn @mlispo
VFX: Kyle Dettman, Igor Eyth, Yura Karikh
Additional VFX: Magdalena Bay
Colorist: Avery Niles @avery_niles
Gaffer: Nate Thomson @natethomson1
BBE: Taylor Balfour @taylor_balfour
Key Grip: Carl Stewart @stewartcarl
BBG: Riley Prichard @rileyy.coyote
Production Designer: Alexah Acuña @cinnamon_hands
Art Director: Parhom Jamshidi @dan_lathers
Costume Designer: Krissie Torgenson @krissieee
Costume Assistant: Taryn Hickey @ttsayswoah
Truck PA: Enrique “kiwi” Reyes @kiwi_foo
Production Assistant: Sean Jacobson @seanlolwut
Production Assistant: Saige Kristian @saigeyk
Makeup Artist: Edwin Monzon @edwinmonzon
Makeup Artist: Fernanda Machado @pompberry
TALENT:
The Doctor: James Jelin @jelinj
Disk Sales Entity 1: Liza Babin @liza_bab
Disk Sales Entity 2: Megan Seely @mtseely
Additional Talent: Allie-Rae Treharne @allieraebird
Additional Talent: Alyssa Tortomasi @alyssatortomasi
Additional Talent: Derek Delson @derekdelson
Additional Talent: Nate Mcleod @natey_light
LYRICS:
What’s the best you’ve got?
I forgot all my common sense
I need all the common sense
Time to start the clock, from the top
I need confidence
Confidence in medicine
But oh my god
22 more minutes
Ooh, so hot
Meet your brand new image
I’m the best you’ve got
True or not
I’ve got common sense
I’ve got all the common sense
Time to let me in
Let’s begin
There’s no heaviness
Just over the precipice
But oh my god
21 more minutes
Ooh, so hot
Meet your brand new image
Ooh, my god
Just a few more minutes
Ooh, so hot
It’ll be much clearer
But oh my god
Make me in your image
Ooh, so hot
Through a two way mirror
Ooh, my god
Only one more minute
Ooh, so hot
Meet your brand new image
#MagdalenaBay #Image #ImaginalDisk
“Images” by Emily Linge.
Subscribe: https://youtube.com/@EmilyLinge/?sub_confirmation=1 | Spotify: https://open.spotify.com/artist/1oHuewfSrJgCviOzYBcr5A
Watc...
“Images” by Emily Linge.
Subscribe: https://youtube.com/@EmilyLinge/?sub_confirmation=1 | Spotify: https://open.spotify.com/artist/1oHuewfSrJgCviOzYBcr5A
Watch the newest videos: https://youtube.com/playlist?list=PLG9gKlFD44lR-LpqMMcg8EmOQObae_iCA&playnext=1&index=2
Special thanks to @OvidioDeFerrari for helping with the piano solo.
Thanks also to @elvisgaragic9104 from @SoundStruckStudios Dubai for adding some light percussion and the mix/mastering.
Images. Written by Emily Linge
Alone, on my own
In a peaceful mind
I reach for my phone and see what I find
In my hand
See my life unfold
A daydream so real
Or so it seems to be
Images of moments so dear to me
The moments that define our path
And what we’ll be
I just love to look at photos in my phone
They define our past and how much we have grown
This is my favorite way to spend my time
There I am
My first time in snow
I didn’t feel the cold
The soft silky snow
Would soften any fall
The street lights so bright
It could be late at night
It’s cosy back home with the warmth of the fire place
Images of moments so dear to me
The moments that define our path
And what we’ll be
I just love to look at photos in my phone
They define our past and how much we have grown
Images of moments so dear to me
The moments that define our path
And what we’ll be
I just love to look at photos in my phone
They define our past and how much we have grown
I can’t think of a better way to spend my time
Follow Emily Linge!
Instagram: https://instagram.com/emilylingeofficial/
TikTok: https://tiktok.com/@emilylingemusic
Facebook: https://facebook.com/EmilyLingemusicpage/
Watch more Emily Linge videos!
Piano Covers: https://youtube.com/playlist?list=PLG9gKlFD44lSYQZAKMt5xELMl1OAGIz8A
Acoustic Covers: https://youtube.com/playlist?list=PLG9gKlFD44lRmnqZQaU2esUomPpPqV2Bg
Beatles Covers: https://youtube.com/playlist?list=PLG9gKlFD44lQbrtLZDpOQcsLg1HwEZWWD
Most Popular: https://youtube.com/playlist?list=PLG9gKlFD44lQ4mB97y_bmTSp0RKRrOmgn
Listen to more Emily Linge!
Spotify: https://open.spotify.com/artist/1oHuewfSrJgCviOzYBcr5A
Apple Music: https://music.apple.com/us/artist/emily-linge/1555423149
About Emily Linge:
Emily Linge is a sixteen year-old British-Norwegian singer songwriter, born and raised in Dubai. Music has been Emily’s passion from a young age. She loves to write and record original music, as well as recording covers of other artists’ songs. Emily Linge has learned how to play from Ovidio DeFerrari (piano) and Simon Tomkins (guitar). Outside of music, Emily is an avid tennis player, painter, and seamstress. Make sure to subscribe above for more Emily Linge videos!
#original #images #EmilyLinge
“Images” by Emily Linge.
Subscribe: https://youtube.com/@EmilyLinge/?sub_confirmation=1 | Spotify: https://open.spotify.com/artist/1oHuewfSrJgCviOzYBcr5A
Watch the newest videos: https://youtube.com/playlist?list=PLG9gKlFD44lR-LpqMMcg8EmOQObae_iCA&playnext=1&index=2
Special thanks to @OvidioDeFerrari for helping with the piano solo.
Thanks also to @elvisgaragic9104 from @SoundStruckStudios Dubai for adding some light percussion and the mix/mastering.
Images. Written by Emily Linge
Alone, on my own
In a peaceful mind
I reach for my phone and see what I find
In my hand
See my life unfold
A daydream so real
Or so it seems to be
Images of moments so dear to me
The moments that define our path
And what we’ll be
I just love to look at photos in my phone
They define our past and how much we have grown
This is my favorite way to spend my time
There I am
My first time in snow
I didn’t feel the cold
The soft silky snow
Would soften any fall
The street lights so bright
It could be late at night
It’s cosy back home with the warmth of the fire place
Images of moments so dear to me
The moments that define our path
And what we’ll be
I just love to look at photos in my phone
They define our past and how much we have grown
Images of moments so dear to me
The moments that define our path
And what we’ll be
I just love to look at photos in my phone
They define our past and how much we have grown
I can’t think of a better way to spend my time
Follow Emily Linge!
Instagram: https://instagram.com/emilylingeofficial/
TikTok: https://tiktok.com/@emilylingemusic
Facebook: https://facebook.com/EmilyLingemusicpage/
Watch more Emily Linge videos!
Piano Covers: https://youtube.com/playlist?list=PLG9gKlFD44lSYQZAKMt5xELMl1OAGIz8A
Acoustic Covers: https://youtube.com/playlist?list=PLG9gKlFD44lRmnqZQaU2esUomPpPqV2Bg
Beatles Covers: https://youtube.com/playlist?list=PLG9gKlFD44lQbrtLZDpOQcsLg1HwEZWWD
Most Popular: https://youtube.com/playlist?list=PLG9gKlFD44lQ4mB97y_bmTSp0RKRrOmgn
Listen to more Emily Linge!
Spotify: https://open.spotify.com/artist/1oHuewfSrJgCviOzYBcr5A
Apple Music: https://music.apple.com/us/artist/emily-linge/1555423149
About Emily Linge:
Emily Linge is a sixteen year-old British-Norwegian singer songwriter, born and raised in Dubai. Music has been Emily’s passion from a young age. She loves to write and record original music, as well as recording covers of other artists’ songs. Emily Linge has learned how to play from Ovidio DeFerrari (piano) and Simon Tomkins (guitar). Outside of music, Emily is an avid tennis player, painter, and seamstress. Make sure to subscribe above for more Emily Linge videos!
#original #images #EmilyLinge
Image by Magdalena Bay is from the upcoming album, Imaginal Disk, out August 23: https://imaginaldisk.world
Lyrics
What’s the best you’ve got?
I forgot all my...
Image by Magdalena Bay is from the upcoming album, Imaginal Disk, out August 23: https://imaginaldisk.world
Lyrics
What’s the best you’ve got?
I forgot all my common sense
I need all the common sense
Time to start the clock, from the top
I need confidence
Confidence in medicine
But oh my god
22 more minutes
Ooh, so hot
Meet your brand new image
I’m the best you’ve got
True or not
I’ve got common sense
I’ve got all the common sense
Time to let me in
Let’s begin
There’s no heaviness
Just over the precipice
But oh my god
21 more minutes
Ooh, so hot
Meet your brand new image
Ooh, my god
Just a few more minutes
Ooh, so hot
It’ll be much clearer
But oh my god
Make me in your image
Ooh, so hot
Through a two way mirror
Ooh, my god
Only one more minute
Ooh, so hot
Meet your brand new image
Follow Magdalena Bay
Website: https://www.magdalenabaymusic.com/
Instagram: https://magdalenabay.lnk.to/Instagram
TikTok: https://magdalenabay.lnk.to/TikTok
Facebook: https://magdalenabay.lnk.to/Facebook
X: https://magdalenabay.lnk.to/Twitter
Twitch: https://magdalenabay.lnk.to/Twitch
Spotify: https://magdalenabay.lnk.to/Spotify
Apple Music: https://magdalenabay.lnk.to/AppleMusic
For more new music, follow my weekly spotify playlist "Compact Cassette"
(https://open.spotify.com/playlist/6c6Ra1iI1JjhADV2gnT7p6?si=KxnhMOzWT-SYDRDBeNBPRg)
Me:
https://www.facebook.com/daviddeanburkhart
https://open.spotify.com/user/0z4xefp3blhykemskd7ymri3j?si=jCpBZw20Rayu_6eZuYOy0A
https://twitter.com/DavidDBurkhart
Image by Magdalena Bay is from the upcoming album, Imaginal Disk, out August 23: https://imaginaldisk.world
Lyrics
What’s the best you’ve got?
I forgot all my common sense
I need all the common sense
Time to start the clock, from the top
I need confidence
Confidence in medicine
But oh my god
22 more minutes
Ooh, so hot
Meet your brand new image
I’m the best you’ve got
True or not
I’ve got common sense
I’ve got all the common sense
Time to let me in
Let’s begin
There’s no heaviness
Just over the precipice
But oh my god
21 more minutes
Ooh, so hot
Meet your brand new image
Ooh, my god
Just a few more minutes
Ooh, so hot
It’ll be much clearer
But oh my god
Make me in your image
Ooh, so hot
Through a two way mirror
Ooh, my god
Only one more minute
Ooh, so hot
Meet your brand new image
Follow Magdalena Bay
Website: https://www.magdalenabaymusic.com/
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For more new music, follow my weekly spotify playlist "Compact Cassette"
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Me:
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https://twitter.com/DavidDBurkhart
In this episode, I cover the latest breakthroughs in AI image generation. First, I dive into Ideogram Canvas, demonstrating its outpainting, image extension, an...
In this episode, I cover the latest breakthroughs in AI image generation. First, I dive into Ideogram Canvas, demonstrating its outpainting, image extension, and MagicFill features. Next, we explore MidJourney's new image editor and retexturing capabilities. I also examine the newly released Stable Diffusion 3.5 from Stability AI and its capabilities, comparing it to models like Flux. Finally, I discuss OpenAI's new consistency models (SCMs), which enhance efficiency and image generation speed with just two sampling steps. Join me as I explore these exciting advancements, and don't forget to join our Discord for real-time updates from the AI community!
▼ Link(s) From Today’s Video:
Ideogram Canvas: https://ideogram.ai/canvas
Open AI sCMs https://twitter.com/OpenAI/status/1849139783362347293
SD 3.5 blog: https://stability.ai/news/introducing-stable-diffusion-3-5
SD 3.5 Download: https://huggingface.co/stabilityai/stable-diffusion-3.5-large
Midjourney New features: https://twitter.com/midjourney/status/1849213115009056919
Creative Gravity's test: https://twitter.com/CreativGravity/status/1849447953829605677
► MattVidPro Discord: https://discord.gg/mattvidpro
► Follow Me on Twitter: https://twitter.com/MattVidPro
► Buy me a Coffee! https://buymeacoffee.com/mattvidpro
-------------------------------------------------
▼ Extra Links of Interest:
AI LINKS MASTER LIST: https://www.futurepedia.io/
General AI Playlist: https://www.youtube.com/playlist?list=PLrfI66qWYbW3acrBQ4qltDBsjxaoGSl3I
AI I use to edit videos: https://www.descript.com/?lmref=nA4fDg
Instagram: instagram.com/mattvidpro
Tiktok: tiktok.com/@mattvidpro
Second Channel: https://www.youtube.com/channel/UC06GdmaEdCdCFwR3NvszloQ
Let's work together!
- For brand & sponsorship inquiries: https://tally.so/r/3xdz4E
- For all other business inquiries: [email protected]
Thanks for watching Matt Video Productions! I make all sorts of videos here on Youtube! Technology, Tutorials, and Reviews! Enjoy Your stay here, and subscribe!
All Suggestions, Thoughts And Comments Are Greatly Appreciated… Because I Actually Read Them.
00:00 Introduction and Overview
00:48 Exploring Ideogram Canvas
01:35 Hands-On with Ideogram Canvas
03:52 Advanced Features of Ideogram Canvas
08:39 Midjourney's New Updates
09:37 Generating and Filling Out Images
10:04 Complex Image Editing: Adding a Sweater
10:41 Retexturing Interiors with MidJourney
12:43 Comparing Ideogram and MidJourney
14:28 Stable Diffusion 3.5: A New Contender
16:42 OpenAI's Latest in Image Generation
18:18 Conclusion and Community Engagement
In this episode, I cover the latest breakthroughs in AI image generation. First, I dive into Ideogram Canvas, demonstrating its outpainting, image extension, and MagicFill features. Next, we explore MidJourney's new image editor and retexturing capabilities. I also examine the newly released Stable Diffusion 3.5 from Stability AI and its capabilities, comparing it to models like Flux. Finally, I discuss OpenAI's new consistency models (SCMs), which enhance efficiency and image generation speed with just two sampling steps. Join me as I explore these exciting advancements, and don't forget to join our Discord for real-time updates from the AI community!
▼ Link(s) From Today’s Video:
Ideogram Canvas: https://ideogram.ai/canvas
Open AI sCMs https://twitter.com/OpenAI/status/1849139783362347293
SD 3.5 blog: https://stability.ai/news/introducing-stable-diffusion-3-5
SD 3.5 Download: https://huggingface.co/stabilityai/stable-diffusion-3.5-large
Midjourney New features: https://twitter.com/midjourney/status/1849213115009056919
Creative Gravity's test: https://twitter.com/CreativGravity/status/1849447953829605677
► MattVidPro Discord: https://discord.gg/mattvidpro
► Follow Me on Twitter: https://twitter.com/MattVidPro
► Buy me a Coffee! https://buymeacoffee.com/mattvidpro
-------------------------------------------------
▼ Extra Links of Interest:
AI LINKS MASTER LIST: https://www.futurepedia.io/
General AI Playlist: https://www.youtube.com/playlist?list=PLrfI66qWYbW3acrBQ4qltDBsjxaoGSl3I
AI I use to edit videos: https://www.descript.com/?lmref=nA4fDg
Instagram: instagram.com/mattvidpro
Tiktok: tiktok.com/@mattvidpro
Second Channel: https://www.youtube.com/channel/UC06GdmaEdCdCFwR3NvszloQ
Let's work together!
- For brand & sponsorship inquiries: https://tally.so/r/3xdz4E
- For all other business inquiries: [email protected]
Thanks for watching Matt Video Productions! I make all sorts of videos here on Youtube! Technology, Tutorials, and Reviews! Enjoy Your stay here, and subscribe!
All Suggestions, Thoughts And Comments Are Greatly Appreciated… Because I Actually Read Them.
00:00 Introduction and Overview
00:48 Exploring Ideogram Canvas
01:35 Hands-On with Ideogram Canvas
03:52 Advanced Features of Ideogram Canvas
08:39 Midjourney's New Updates
09:37 Generating and Filling Out Images
10:04 Complex Image Editing: Adding a Sweater
10:41 Retexturing Interiors with MidJourney
12:43 Comparing Ideogram and MidJourney
14:28 Stable Diffusion 3.5: A New Contender
16:42 OpenAI's Latest in Image Generation
18:18 Conclusion and Community Engagement
Watch 'IMAGE' from Deep Kalsi's EP - Winners Circle.
Winners Circle EP has 5 tracks with totally different vibes from each other from the artists image to the...
Watch 'IMAGE' from Deep Kalsi's EP - Winners Circle.
Winners Circle EP has 5 tracks with totally different vibes from each other from the artists image to the grateful feeling after being high ,from tired of this relationship to the memories of the past relationships , it comes to an end with a banger westcoast boombap vibe (this side) which tells about the gang gang part of the artists
Click here to Subscribe: https://bit.ly/KalamkaarYT
Listen to 'Image' on audio stores: https://deepkalsi.bfan.link/winners-circle.yde
Spotify: https://deepkalsi.bfan.link/winners-circle/spotify
JioSaavn: https://deepkalsi.bfan.link/winners-circle/jiosaavn
Amazon: https://deepkalsi.bfan.link/winners-circle/amazonMusic
Gaana: https://deepkalsi.bfan.link/winners-circle/gaana
Resso: https://deepkalsi.bfan.link/winners-circle/resso
Apple Music: https://deepkalsi.bfan.link/winners-circle/appleMusic
Youtube Music: https://deepkalsi.bfan.link/winners-circle/youtubeMusic
Wynk: https://deepkalsi.bfan.link/winners-circle/wynk
Audio credits:
Song name - Image
Artist - Deep Kalsi feat. Raftaar
Music by - Deep Kalsi
Lyrics by - Deep Kalsi
Rap lyrics by - Raftaar
Mixed and mastered by - Sukh
Label - Kalamkaar
Video credits:
Directed and edited by - Director Grim
DOP - Manish Shunty
CGI & VFX - Sudeep Das
Line Production - Audvix Media
Creative director - Amanpreet Singh
Production head - Salman Khan
BTS - Plugin Productions
BTS - Kartik Kher (XO Visuals)
Hair and MUA - Sonu Barber
Artwork by - Manil Kandwal
Special thanks to - BBT (Big Boy Toyz)
Follow Deep Kalsi on:
Instagram - https://instagram.com/deepkalsimusic
Follow Raftaar on:
Instagram - https://instagram.com/raftaarmusic
Digital Partner - Believe Digital
For licensing enquiries -
Email - [email protected]
Team Believe Artist Services
Follow us on -
Instagram - https://www.instagram.com/kalamkaarmusic
Website :- http://www.kalamkaarmusic.com
Follow Believe on - https://www.instagram.com/believeasd/
Audio on Kalamkaar Music Pvt. Ltd. (C) 2022
#Image #DeepKalsi #Raftaar #Kalamkaar #DesiRap #DesiHipHop #HipHop #Rap #NewMusic #PunjabiRap
Watch 'IMAGE' from Deep Kalsi's EP - Winners Circle.
Winners Circle EP has 5 tracks with totally different vibes from each other from the artists image to the grateful feeling after being high ,from tired of this relationship to the memories of the past relationships , it comes to an end with a banger westcoast boombap vibe (this side) which tells about the gang gang part of the artists
Click here to Subscribe: https://bit.ly/KalamkaarYT
Listen to 'Image' on audio stores: https://deepkalsi.bfan.link/winners-circle.yde
Spotify: https://deepkalsi.bfan.link/winners-circle/spotify
JioSaavn: https://deepkalsi.bfan.link/winners-circle/jiosaavn
Amazon: https://deepkalsi.bfan.link/winners-circle/amazonMusic
Gaana: https://deepkalsi.bfan.link/winners-circle/gaana
Resso: https://deepkalsi.bfan.link/winners-circle/resso
Apple Music: https://deepkalsi.bfan.link/winners-circle/appleMusic
Youtube Music: https://deepkalsi.bfan.link/winners-circle/youtubeMusic
Wynk: https://deepkalsi.bfan.link/winners-circle/wynk
Audio credits:
Song name - Image
Artist - Deep Kalsi feat. Raftaar
Music by - Deep Kalsi
Lyrics by - Deep Kalsi
Rap lyrics by - Raftaar
Mixed and mastered by - Sukh
Label - Kalamkaar
Video credits:
Directed and edited by - Director Grim
DOP - Manish Shunty
CGI & VFX - Sudeep Das
Line Production - Audvix Media
Creative director - Amanpreet Singh
Production head - Salman Khan
BTS - Plugin Productions
BTS - Kartik Kher (XO Visuals)
Hair and MUA - Sonu Barber
Artwork by - Manil Kandwal
Special thanks to - BBT (Big Boy Toyz)
Follow Deep Kalsi on:
Instagram - https://instagram.com/deepkalsimusic
Follow Raftaar on:
Instagram - https://instagram.com/raftaarmusic
Digital Partner - Believe Digital
For licensing enquiries -
Email - [email protected]
Team Believe Artist Services
Follow us on -
Instagram - https://www.instagram.com/kalamkaarmusic
Website :- http://www.kalamkaarmusic.com
Follow Believe on - https://www.instagram.com/believeasd/
Audio on Kalamkaar Music Pvt. Ltd. (C) 2022
#Image #DeepKalsi #Raftaar #Kalamkaar #DesiRap #DesiHipHop #HipHop #Rap #NewMusic #PunjabiRap
iPadOS 18.2 Dev Beta 1 is here and we finally got all the features we were looking for!
Become a member: https://www.youtube.com/@9to5Mac/membership
→ Watch...
iPadOS 18.2 Dev Beta 1 is here and we finally got all the features we were looking for!
Become a member: https://www.youtube.com/@9to5Mac/membership
→ Watch more videos:
5 years with Apple Card: https://youtu.be/2UICRUblnUc
Best PrimeDay Deals: https://youtu.be/tAi-2rar5m8
Apple's Photos App: https://youtu.be/wmNQTwAFEaY
Best iPad Widgets: https://youtu.be/_1AM0jhQDT4
2024 Desk Setup Video - https://youtu.be/KJoEYWowyOU
Apple Sports App - https://youtu.be/smT7KvPtbAo
Learn How Credit Cards Get You Free Apple Products: @FernsFrugalPointsFinances
Favorite Products:
M4 iPad Pro: https://amzn.to/4cSLUcH
Magic Keyboard: https://howl.me/cmuOp4Qiaig
Apple Pencil: https://howl.me/cmuOqn255SJ
Waterfield Shinjuku Messenger: https://www.sfbags.com/products/shinjuku-messenger-bag WOOLNUT leather folio iPad Pro Carrying Case: https://www.tkqlhce.com/click-101199356-15693284?url=https%3A%2F%2Fwww.woolnut.com%2Fproducts%2Fleather-folio-for-12-9-inch-ipad-pro
Sonos Ace: https://howl.me/cmotYBrK4JH
Woolnut headphone Carrying Case: https://www.tkqlhce.com/click-101199356-15693284?url=https%3A%2F%2Fwww.woolnut.com%2Fproducts%2Fleather-case-for-airpods-max%3F_pos%3D1%26_psq%3Dairpds%26_ss%3De%26_v%3D1.0
T7 Shield: https://howl.me/cmuONjT0Ufx
ProtoArc USB C Wireless Mouse: https://amzn.to/3RzPsbx
Raycon Magic Power Bank Slim: https://shrsl.com/4kx5u
Raycon 5 in 1 Magic Power Bank: https://shrsl.com/4kx5x
Paperlike Cleaning Kit
Contact me:
Email: [email protected]
Twitter: @nandoprince93
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## Affiliate disclaimer
FTC: We use income-earning affiliate links and participate in the Amazon Services LLC Associates Program. For more details, visit: https://9to5mac.com/about/#affiliate
## Chapters
0:00 - Image Wand
0:45 - Supported iPads
1:10 - What is Image Wand
1:35 - Hand written Notes to Image
2:30 - How to add more prompts to Image Wand
2:53 - Change Image style
3:05 - How to get more options
3:46 - How to Edit Image Wand Image
4:05 - Sketch to Image
6:08 - Image Wand Limitations
6:18 - Does it work in any other app?
6:52 - Can Image Want Draw People?
7:25 - Certain IP limitations
8:04 - Do you need an Apple Pencil
8:55 - Final take
#ios18 #appleintelligence #ipados18.2
iPadOS 18.2 Dev Beta 1 is here and we finally got all the features we were looking for!
Become a member: https://www.youtube.com/@9to5Mac/membership
→ Watch more videos:
5 years with Apple Card: https://youtu.be/2UICRUblnUc
Best PrimeDay Deals: https://youtu.be/tAi-2rar5m8
Apple's Photos App: https://youtu.be/wmNQTwAFEaY
Best iPad Widgets: https://youtu.be/_1AM0jhQDT4
2024 Desk Setup Video - https://youtu.be/KJoEYWowyOU
Apple Sports App - https://youtu.be/smT7KvPtbAo
Learn How Credit Cards Get You Free Apple Products: @FernsFrugalPointsFinances
Favorite Products:
M4 iPad Pro: https://amzn.to/4cSLUcH
Magic Keyboard: https://howl.me/cmuOp4Qiaig
Apple Pencil: https://howl.me/cmuOqn255SJ
Waterfield Shinjuku Messenger: https://www.sfbags.com/products/shinjuku-messenger-bag WOOLNUT leather folio iPad Pro Carrying Case: https://www.tkqlhce.com/click-101199356-15693284?url=https%3A%2F%2Fwww.woolnut.com%2Fproducts%2Fleather-folio-for-12-9-inch-ipad-pro
Sonos Ace: https://howl.me/cmotYBrK4JH
Woolnut headphone Carrying Case: https://www.tkqlhce.com/click-101199356-15693284?url=https%3A%2F%2Fwww.woolnut.com%2Fproducts%2Fleather-case-for-airpods-max%3F_pos%3D1%26_psq%3Dairpds%26_ss%3De%26_v%3D1.0
T7 Shield: https://howl.me/cmuONjT0Ufx
ProtoArc USB C Wireless Mouse: https://amzn.to/3RzPsbx
Raycon Magic Power Bank Slim: https://shrsl.com/4kx5u
Raycon 5 in 1 Magic Power Bank: https://shrsl.com/4kx5x
Paperlike Cleaning Kit
Contact me:
Email: [email protected]
Twitter: @nandoprince93
## Subscribe to the channel!
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## Subscribe to our Podcast
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## Follow Fernando
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## Affiliate disclaimer
FTC: We use income-earning affiliate links and participate in the Amazon Services LLC Associates Program. For more details, visit: https://9to5mac.com/about/#affiliate
## Chapters
0:00 - Image Wand
0:45 - Supported iPads
1:10 - What is Image Wand
1:35 - Hand written Notes to Image
2:30 - How to add more prompts to Image Wand
2:53 - Change Image style
3:05 - How to get more options
3:46 - How to Edit Image Wand Image
4:05 - Sketch to Image
6:08 - Image Wand Limitations
6:18 - Does it work in any other app?
6:52 - Can Image Want Draw People?
7:25 - Certain IP limitations
8:04 - Do you need an Apple Pencil
8:55 - Final take
#ios18 #appleintelligence #ipados18.2
John Lennon - Imagine (Lyrics)🎶
follow my tiktok account:
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Visit My Karaoke Channel:
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John Lennon - Imagine (Lyrics)🎶
follow my tiktok account:
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Visit My Karaoke Channel:
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Copyright Disclaimer under section 107 of the Copyright Act 1976, allowance is made for “fair use” for purposes such as criticism, comment, news reporting, teaching, scholarship, education and research.
Fair use is a use permitted by copyright statute that might otherwise be infringing.
Non-profit, educational or personal use tips the balance in favor of fair use.
John Lennon - Imagine (Lyrics)🎶
follow my tiktok account:
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Make Video Like PRO
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For Music Submission:
https://vyvanromeodulay.wixsite.com/vhic
No copyright infringement is intended all credit to the owner of the song..
-------------------------------------------------------------------
- no need to issue copyright strike on my channel jut contact me and I shall removed it ASAP
- if you need a song removed from my channel please contact me first [email protected]
Copyright Disclaimer under section 107 of the Copyright Act 1976, allowance is made for “fair use” for purposes such as criticism, comment, news reporting, teaching, scholarship, education and research.
Fair use is a use permitted by copyright statute that might otherwise be infringing.
Non-profit, educational or personal use tips the balance in favor of fair use.
(c) 2018 smallroom Bangkok Pop Music Label since 1999
Story by : Image Suthita
Produced by : Smallroom
Production by : ComeHereFreelance
Lyrics & Music by : ...
(c) 2018 smallroom Bangkok Pop Music Label since 1999
Story by : Image Suthita
Produced by : Smallroom
Production by : ComeHereFreelance
Lyrics & Music by : Ruzzy
Arranged by : J.U.M.P.
Drum : Thuwanon Tantiwattanaworakul
Guitar : Pariyapas Usaha
Bass:Pada Setapram
Keyboard and Chorus : Natanich Bunsila
(c) 2018 smallroom Bangkok Pop Music Label since 1999
Story by : Image Suthita
Produced by : Smallroom
Production by : ComeHereFreelance
Lyrics & Music by : Ruzzy
Arranged by : J.U.M.P.
Drum : Thuwanon Tantiwattanaworakul
Guitar : Pariyapas Usaha
Bass:Pada Setapram
Keyboard and Chorus : Natanich Bunsila
The First Real Application of Category Theory #SoME3
this is a video about category theory... for #SoME3
haha jk this is just algebraic topology
btw i forgot the ray is supposed to go the other way (f(x) to x) im just dumb af pls dont crucify me
published: 17 Aug 2023
Category Theory is Impossible Without These 6 Things
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🎬 Welcome to our Channel! Today, we’re diving into the fascinating world of Category Theory!📚✨
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🧑🏫 So, what exactly is Category Theory?🤔
- At its core, Category Theory is all about understanding mathematical structures and the relationships between them. ...
published: 29 Jun 2024
Glossary of category theory
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Glossary of category theory
This is a glossary of properties and concepts in category theory in mathematics.Especially for higher categories, the concepts from algebraic topology are also used in the category theory.
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License: Creative Commons Attribution-Share Alike 4.0 (CC BY-SA 4.0)
LicenseLink: http://creativecommons.org/licenses/by-sa/4.0
Author-Info: IkamusumeFan
Image Source: https://en.wikipedia.org/wiki/File:Section_retract.svg
=======Image-Copyright-Info========
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Article text available under CC-BY-SA
image source in video
https://www.youtube.com/watch?v=MJBLsvLGXH...
published: 22 Jan 2016
WE MUST ADD STRUCTURE TO DEEP LEARNING BECAUSE...
Dr. Paul Lessard and his collaborators have written a paper on "Categorical Deep Learning and Algebraic Theory of Architectures". They aim to make neural networks more interpretable, composable and amenable to formal reasoning. The key is mathematical abstraction, as exemplified by category theory - using monads to develop a more principled, algebraic approach to structuring neural networks.
We also discussed the limitations of current neural network architectures in terms of their ability to generalise and reason in a human-like way. In particular, the inability of neural networks to do unbounded computation equivalent to a Turing machine. Paul expressed optimism that this is not a fundamental limitation, but an artefact of current architectures and training procedures.
The power of ab...
published: 01 Apr 2024
Category Theory 2.1: Functions, epimorphisms
Functions, epimorphisms
published: 01 Sep 2016
Category Theory 4.1: Terminal and initial objects
Terminal and initial objects
published: 15 Sep 2016
2024-09-03 - NITheCS & SU Category Theory Research Seminar: ‘Workshop on pointfree ... part 4
2024-09-03 - NITheCS & SU Category Theory Research Seminar
Workshop on pointfree topology and constructive mathematics – part 4
Dr Graham Manuell
(Stellenbosch University)
ABSTRACT
Constructive logic is a generalisation of classical logic that applies in more situations, including mathematical universes (toposes) where propositions can take different values at different locations in some space or where every function from ℕ to ℕ is computable. Unfortunately, in this general setting many classical results of point-set topology fail. However, almost all of these results can be recovered if we reformulate topology in terms of lattices of opens without predefined underlying sets of points. Moreover, this perspective also sheds light on many not-obviously-topological aspects of constructive ma...
published: 04 Sep 2024
Category Theory in Life - Eugenia Cheng
This presentation was the opening keynote of Lambda World 2017 by Dr. Eugenia Cheng.
Follow:
-https://www.twitter.com/47deg
-https://www.twitter.com/lambda_world
Visit:
-https://www.47deg.com/events for more details.
___
Category theory can be thought of as being 'very abstract algebra'. It is thought of as 'too abstract' by some people, and as 'abstract nonsense' by some others. In this talk, I will show that while it is abstract, it is far from being nonsense. I will argue that the abstraction has a purpose and that broad applicability is one of the powerful consequences. To demonstrate this, I will show how I apply concepts of category theory to important questions of life such as prejudice, privilege, blame and responsibility. I will introduce the category theory concepts from s...
published: 03 Nov 2017
How to Create a Digital Catalogue for Your Business - 5 November 2024
With more businesses moving online each day, creating a standout Digital Catalogue is essential for showcasing your products & services and reaching potential customers effectively. A well-designed catalogue simplifies the buying process, making it easy for customers to find & purchase from you.
Join us on 5 November (Tuesday) for a session where we’ll guide you through the steps of building a digital catalogue that can attract, engage, and convert customers.
Key Topics
- Need for Digital Catalogue
- Types of Digital Catalogues
- Guide to Create a Digital Catalogue
- Ensuring Completeness & Quality
- Q&A Session
#globallinker #digitalcatlogue #onlinesales #ecommerce
this is a video about category theory... for #SoME3
haha jk this is just algebraic topology
btw i forgot the ray is supposed to go the other way (f(x) to...
this is a video about category theory... for #SoME3
haha jk this is just algebraic topology
btw i forgot the ray is supposed to go the other way (f(x) to x) im just dumb af pls dont crucify me
this is a video about category theory... for #SoME3
haha jk this is just algebraic topology
btw i forgot the ray is supposed to go the other way (f(x) to x) im just dumb af pls dont crucify me
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---
🎬 Welcome to our Channel! Today, we’re diving into the fascinating world of Category Theory!📚✨
---
🧑🏫 So, what exactly is Category Theory?🤔
- At its core, Category Theory is all about understanding mathematical structures and the relationships between them. Imagine having a universal language that can describe patterns and connections across various fields – that’s the power of Category Theory! 🌐🔗
---
🌟 Why is Category Theory so important?🧠
- Category Theory provides a unifying framework that simplifies complex concepts. It allows mathematicians to see connections between seemingly unrelated areas, leading to groundbreaking discoveries and innovations. 🧩✨
- Think of it as the ultimate toolbox for mathematicians. By focusing on the relationships and structures, rather than individual elements, Category Theory offers a deeper, more holistic understanding of mathematics. 🔧🔍
---
📚 Real-World Applications🌍
- Beyond pure mathematics, Category Theory has applications in computer science, physics, and even linguistics! Whether it’s improving algorithms, understanding quantum mechanics, or analyzing languages, Category Theory is a versatile tool that’s making waves in various disciplines. 🌊🔬
---
🔭 Why should you watch this video?📺
- If you’re curious about how mathematics can bridge gaps between different fields, this video is for you! 🌉
- Whether you’re a student, a professional, or just a math enthusiast, understanding Category Theory will open your eyes to new ways of thinking and problem-solving. 💡
- Join us as we break down complex concepts into easy-to-understand explanations, with real-world examples that highlight the beauty and power of Category Theory. 🎓📈
---
- Drop a comment below if you have any questions or if there’s a topic you’d like us to cover next! 👇
- Hit the like button if you enjoyed this video and subscribe to our channel for more exciting content! 🎥💡
---
Thanks for watching, and we’ll see you in the next video! 🌟👋
—-
#CategoryTheory #Mathematics #MathExplained #MathTheory #MathematicalStructures #AbstractMath #MathEducation #MathLovers #STEM #Science #Technology #Engineering #Math #PureMath #AppliedMath #CategoryTheoryBasics #MathConcepts #MathFramework #MathConnections #MathInnovations #MathCommunity #MathResearch #MathDiscovery #MathFundamentals #MathApplications #ComputerScience #Physics #Linguistics #QuantumMechanics #Algorithms #ToposTheory #AbstractAlgebra #GroupTheory #Topology #Functor #Morphism #HigherCategoryTheory #MathVideo #EducationalVideo #LearningMath #MathStudents #MathTeachers #MathEnthusiasts #STEMEducation #STEMCommunity #MathPassion #MathGeek #MathNerd #MathChannel #MathTutorial #ExploringMath
—-
Image credits:
Keys
https://commons.wikimedia.org/wiki/File:Vachette_Radial_NT_key.jpg
https://commons.wikimedia.org/wiki/File:Taylor_539_Bit_Key_Blank.jpg
Eilenberg and Mac Lane
https://commons.wikimedia.org/wiki/File:1-image0.jpg
https://commons.wikimedia.org/wiki/File:Samuel_Eilenberg_MFO.jpeg
William Lawvere
https://commons.wikimedia.org/wiki/File:William_Lawvere.jpg
Columbia University
https://commons.wikimedia.org/wiki/File:Columbia_University_-_Low_Memorial_Library_(48170370506).jpg
Alexander Grothendieck
https://commons.wikimedia.org/wiki/File:Alexander_Grothendieck.jpg
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---
🎬 Welcome to our Channel! Today, we’re diving into the fascinating world of Category Theory!📚✨
---
🧑🏫 So, what exactly is Category Theory?🤔
- At its core, Category Theory is all about understanding mathematical structures and the relationships between them. Imagine having a universal language that can describe patterns and connections across various fields – that’s the power of Category Theory! 🌐🔗
---
🌟 Why is Category Theory so important?🧠
- Category Theory provides a unifying framework that simplifies complex concepts. It allows mathematicians to see connections between seemingly unrelated areas, leading to groundbreaking discoveries and innovations. 🧩✨
- Think of it as the ultimate toolbox for mathematicians. By focusing on the relationships and structures, rather than individual elements, Category Theory offers a deeper, more holistic understanding of mathematics. 🔧🔍
---
📚 Real-World Applications🌍
- Beyond pure mathematics, Category Theory has applications in computer science, physics, and even linguistics! Whether it’s improving algorithms, understanding quantum mechanics, or analyzing languages, Category Theory is a versatile tool that’s making waves in various disciplines. 🌊🔬
---
🔭 Why should you watch this video?📺
- If you’re curious about how mathematics can bridge gaps between different fields, this video is for you! 🌉
- Whether you’re a student, a professional, or just a math enthusiast, understanding Category Theory will open your eyes to new ways of thinking and problem-solving. 💡
- Join us as we break down complex concepts into easy-to-understand explanations, with real-world examples that highlight the beauty and power of Category Theory. 🎓📈
---
- Drop a comment below if you have any questions or if there’s a topic you’d like us to cover next! 👇
- Hit the like button if you enjoyed this video and subscribe to our channel for more exciting content! 🎥💡
---
Thanks for watching, and we’ll see you in the next video! 🌟👋
—-
#CategoryTheory #Mathematics #MathExplained #MathTheory #MathematicalStructures #AbstractMath #MathEducation #MathLovers #STEM #Science #Technology #Engineering #Math #PureMath #AppliedMath #CategoryTheoryBasics #MathConcepts #MathFramework #MathConnections #MathInnovations #MathCommunity #MathResearch #MathDiscovery #MathFundamentals #MathApplications #ComputerScience #Physics #Linguistics #QuantumMechanics #Algorithms #ToposTheory #AbstractAlgebra #GroupTheory #Topology #Functor #Morphism #HigherCategoryTheory #MathVideo #EducationalVideo #LearningMath #MathStudents #MathTeachers #MathEnthusiasts #STEMEducation #STEMCommunity #MathPassion #MathGeek #MathNerd #MathChannel #MathTutorial #ExploringMath
—-
Image credits:
Keys
https://commons.wikimedia.org/wiki/File:Vachette_Radial_NT_key.jpg
https://commons.wikimedia.org/wiki/File:Taylor_539_Bit_Key_Blank.jpg
Eilenberg and Mac Lane
https://commons.wikimedia.org/wiki/File:1-image0.jpg
https://commons.wikimedia.org/wiki/File:Samuel_Eilenberg_MFO.jpeg
William Lawvere
https://commons.wikimedia.org/wiki/File:William_Lawvere.jpg
Columbia University
https://commons.wikimedia.org/wiki/File:Columbia_University_-_Low_Memorial_Library_(48170370506).jpg
Alexander Grothendieck
https://commons.wikimedia.org/wiki/File:Alexander_Grothendieck.jpg
If you find our videos helpful you can support us by buying something from amazon.
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Glossary of category theory
This...
If you find our videos helpful you can support us by buying something from amazon.
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Glossary of category theory
This is a glossary of properties and concepts in category theory in mathematics.Especially for higher categories, the concepts from algebraic topology are also used in the category theory.
=======Image-Copyright-Info========
License: Creative Commons Attribution-Share Alike 4.0 (CC BY-SA 4.0)
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Author-Info: IkamusumeFan
Image Source: https://en.wikipedia.org/wiki/File:Section_retract.svg
=======Image-Copyright-Info========
-Video is targeted to blind users
Attribution:
Article text available under CC-BY-SA
image source in video
https://www.youtube.com/watch?v=MJBLsvLGXHQ
If you find our videos helpful you can support us by buying something from amazon.
https://www.amazon.com/?tag=wiki-audio-20
Glossary of category theory
This is a glossary of properties and concepts in category theory in mathematics.Especially for higher categories, the concepts from algebraic topology are also used in the category theory.
=======Image-Copyright-Info========
License: Creative Commons Attribution-Share Alike 4.0 (CC BY-SA 4.0)
LicenseLink: http://creativecommons.org/licenses/by-sa/4.0
Author-Info: IkamusumeFan
Image Source: https://en.wikipedia.org/wiki/File:Section_retract.svg
=======Image-Copyright-Info========
-Video is targeted to blind users
Attribution:
Article text available under CC-BY-SA
image source in video
https://www.youtube.com/watch?v=MJBLsvLGXHQ
Dr. Paul Lessard and his collaborators have written a paper on "Categorical Deep Learning and Algebraic Theory of Architectures". They aim to make neural netwo...
Dr. Paul Lessard and his collaborators have written a paper on "Categorical Deep Learning and Algebraic Theory of Architectures". They aim to make neural networks more interpretable, composable and amenable to formal reasoning. The key is mathematical abstraction, as exemplified by category theory - using monads to develop a more principled, algebraic approach to structuring neural networks.
We also discussed the limitations of current neural network architectures in terms of their ability to generalise and reason in a human-like way. In particular, the inability of neural networks to do unbounded computation equivalent to a Turing machine. Paul expressed optimism that this is not a fundamental limitation, but an artefact of current architectures and training procedures.
The power of abstraction - allowing us to focus on the essential structure while ignoring extraneous details. This can make certain problems more tractable to reason about. Paul sees category theory as providing a powerful "Lego set" for productively thinking about many practical problems.
Towards the end, Paul gave an accessible introduction to some core concepts in category theory like categories, morphisms, functors, monads etc. We explained how these abstract constructs can capture essential patterns that arise across different domains of mathematics.
Paul is optimistic about the potential of category theory and related mathematical abstractions to put AI and neural networks on a more robust conceptual foundation to enable interpretability and reasoning. However, significant theoretical and engineering challenges remain in realising this vision.
Please support us on Patreon. We are entirely funded from Patreon donations right now.
https://patreon.com/mlst
If you would like to sponsor us, so we can tell your story - reach out on mlstreettalk at gmail
Links:
Categorical Deep Learning: An Algebraic Theory of Architectures
Bruno Gavranović, Paul Lessard, Andrew Dudzik,
Tamara von Glehn, João G. M. Araújo, Petar Veličković
Paper: https://categoricaldeeplearning.com/
Symbolica:
https://twitter.com/symbolica
https://www.symbolica.ai/
Dr. Paul Lessard (Principal Scientist - Symbolica)
https://www.linkedin.com/in/paul-roy-lessard/
Neural Networks and the Chomsky Hierarchy (Grégoire Delétang et al)
https://arxiv.org/abs/2207.02098
Interviewer: Dr. Tim Scarfe
Pod: https://podcasters.spotify.com/pod/show/machinelearningstreettalk/episodes/Dr--Paul-Lessard---CategoricalStructured-Deep-Learning-e2hqqlq
Transcript:
https://docs.google.com/document/d/1NiHJKTkeqYdpcgr6lGCTwqMKl6YA9tS5R1jCgi987gA/edit?usp=sharing
More info about NNs not being recursive/TMs:
https://www.youtube.com/watch?v=4KIQH1VEwBI
Geometric Deep Learning blueprint:
https://www.youtube.com/watch?v=bIZB1hIJ4u8
TOC:
00:00:00 - Intro
00:05:07 - What is the category paper all about
00:07:19 - Composition
00:10:42 - Abstract Algebra
00:23:01 - DSLs for machine learning
00:24:10 - Inscrutability
00:29:04 - Limitations with current NNs
00:30:41 - Generative code / NNs don't recurse
00:34:34 - NNs are not Turing machines (special edition)
00:53:09 - Abstraction
00:55:11 - Category theory objects
00:58:06 - Cat theory vs number theory
00:59:43 - Data and Code are one and the same
01:08:05 - Syntax and semantics
01:14:32 - Category DL elevator pitch
01:17:05 - Abstraction again
01:20:25 - Lego set for the universe
01:23:04 - Reasoning
01:28:05 - Category theory 101
01:37:42 - Monads
01:45:59 - Where to learn more cat theory
Dr. Paul Lessard and his collaborators have written a paper on "Categorical Deep Learning and Algebraic Theory of Architectures". They aim to make neural networks more interpretable, composable and amenable to formal reasoning. The key is mathematical abstraction, as exemplified by category theory - using monads to develop a more principled, algebraic approach to structuring neural networks.
We also discussed the limitations of current neural network architectures in terms of their ability to generalise and reason in a human-like way. In particular, the inability of neural networks to do unbounded computation equivalent to a Turing machine. Paul expressed optimism that this is not a fundamental limitation, but an artefact of current architectures and training procedures.
The power of abstraction - allowing us to focus on the essential structure while ignoring extraneous details. This can make certain problems more tractable to reason about. Paul sees category theory as providing a powerful "Lego set" for productively thinking about many practical problems.
Towards the end, Paul gave an accessible introduction to some core concepts in category theory like categories, morphisms, functors, monads etc. We explained how these abstract constructs can capture essential patterns that arise across different domains of mathematics.
Paul is optimistic about the potential of category theory and related mathematical abstractions to put AI and neural networks on a more robust conceptual foundation to enable interpretability and reasoning. However, significant theoretical and engineering challenges remain in realising this vision.
Please support us on Patreon. We are entirely funded from Patreon donations right now.
https://patreon.com/mlst
If you would like to sponsor us, so we can tell your story - reach out on mlstreettalk at gmail
Links:
Categorical Deep Learning: An Algebraic Theory of Architectures
Bruno Gavranović, Paul Lessard, Andrew Dudzik,
Tamara von Glehn, João G. M. Araújo, Petar Veličković
Paper: https://categoricaldeeplearning.com/
Symbolica:
https://twitter.com/symbolica
https://www.symbolica.ai/
Dr. Paul Lessard (Principal Scientist - Symbolica)
https://www.linkedin.com/in/paul-roy-lessard/
Neural Networks and the Chomsky Hierarchy (Grégoire Delétang et al)
https://arxiv.org/abs/2207.02098
Interviewer: Dr. Tim Scarfe
Pod: https://podcasters.spotify.com/pod/show/machinelearningstreettalk/episodes/Dr--Paul-Lessard---CategoricalStructured-Deep-Learning-e2hqqlq
Transcript:
https://docs.google.com/document/d/1NiHJKTkeqYdpcgr6lGCTwqMKl6YA9tS5R1jCgi987gA/edit?usp=sharing
More info about NNs not being recursive/TMs:
https://www.youtube.com/watch?v=4KIQH1VEwBI
Geometric Deep Learning blueprint:
https://www.youtube.com/watch?v=bIZB1hIJ4u8
TOC:
00:00:00 - Intro
00:05:07 - What is the category paper all about
00:07:19 - Composition
00:10:42 - Abstract Algebra
00:23:01 - DSLs for machine learning
00:24:10 - Inscrutability
00:29:04 - Limitations with current NNs
00:30:41 - Generative code / NNs don't recurse
00:34:34 - NNs are not Turing machines (special edition)
00:53:09 - Abstraction
00:55:11 - Category theory objects
00:58:06 - Cat theory vs number theory
00:59:43 - Data and Code are one and the same
01:08:05 - Syntax and semantics
01:14:32 - Category DL elevator pitch
01:17:05 - Abstraction again
01:20:25 - Lego set for the universe
01:23:04 - Reasoning
01:28:05 - Category theory 101
01:37:42 - Monads
01:45:59 - Where to learn more cat theory
2024-09-03 - NITheCS & SU Category Theory Research Seminar
Workshop on pointfree topology and constructive mathematics – part 4
Dr Graham Manuell
(Stellenbosch ...
2024-09-03 - NITheCS & SU Category Theory Research Seminar
Workshop on pointfree topology and constructive mathematics – part 4
Dr Graham Manuell
(Stellenbosch University)
ABSTRACT
Constructive logic is a generalisation of classical logic that applies in more situations, including mathematical universes (toposes) where propositions can take different values at different locations in some space or where every function from ℕ to ℕ is computable. Unfortunately, in this general setting many classical results of point-set topology fail. However, almost all of these results can be recovered if we reformulate topology in terms of lattices of opens without predefined underlying sets of points. Moreover, this perspective also sheds light on many not-obviously-topological aspects of constructive mathematics itself.
In the penultimate lecture of the series, we will cover Hausdorffness, discreteness, compactness, overtness. These have elegant logical formulations in terms of equality in, and quantification over, locales.
2024-09-03 - NITheCS & SU Category Theory Research Seminar
Workshop on pointfree topology and constructive mathematics – part 4
Dr Graham Manuell
(Stellenbosch University)
ABSTRACT
Constructive logic is a generalisation of classical logic that applies in more situations, including mathematical universes (toposes) where propositions can take different values at different locations in some space or where every function from ℕ to ℕ is computable. Unfortunately, in this general setting many classical results of point-set topology fail. However, almost all of these results can be recovered if we reformulate topology in terms of lattices of opens without predefined underlying sets of points. Moreover, this perspective also sheds light on many not-obviously-topological aspects of constructive mathematics itself.
In the penultimate lecture of the series, we will cover Hausdorffness, discreteness, compactness, overtness. These have elegant logical formulations in terms of equality in, and quantification over, locales.
This presentation was the opening keynote of Lambda World 2017 by Dr. Eugenia Cheng.
Follow:
-https://www.twitter.com/47deg
-https://www.twitter.com/lambda_wo...
This presentation was the opening keynote of Lambda World 2017 by Dr. Eugenia Cheng.
Follow:
-https://www.twitter.com/47deg
-https://www.twitter.com/lambda_world
Visit:
-https://www.47deg.com/events for more details.
___
Category theory can be thought of as being 'very abstract algebra'. It is thought of as 'too abstract' by some people, and as 'abstract nonsense' by some others. In this talk, I will show that while it is abstract, it is far from being nonsense. I will argue that the abstraction has a purpose and that broad applicability is one of the powerful consequences. To demonstrate this, I will show how I apply concepts of category theory to important questions of life such as prejudice, privilege, blame and responsibility. I will introduce the category theory concepts from scratch so no prior knowledge is needed. These concepts will include objects and morphisms, isomorphisms and universal properties.
This presentation was the opening keynote of Lambda World 2017 by Dr. Eugenia Cheng.
Follow:
-https://www.twitter.com/47deg
-https://www.twitter.com/lambda_world
Visit:
-https://www.47deg.com/events for more details.
___
Category theory can be thought of as being 'very abstract algebra'. It is thought of as 'too abstract' by some people, and as 'abstract nonsense' by some others. In this talk, I will show that while it is abstract, it is far from being nonsense. I will argue that the abstraction has a purpose and that broad applicability is one of the powerful consequences. To demonstrate this, I will show how I apply concepts of category theory to important questions of life such as prejudice, privilege, blame and responsibility. I will introduce the category theory concepts from scratch so no prior knowledge is needed. These concepts will include objects and morphisms, isomorphisms and universal properties.
With more businesses moving online each day, creating a standout Digital Catalogue is essential for showcasing your products & services and reaching potential c...
With more businesses moving online each day, creating a standout Digital Catalogue is essential for showcasing your products & services and reaching potential customers effectively. A well-designed catalogue simplifies the buying process, making it easy for customers to find & purchase from you.
Join us on 5 November (Tuesday) for a session where we’ll guide you through the steps of building a digital catalogue that can attract, engage, and convert customers.
Key Topics
- Need for Digital Catalogue
- Types of Digital Catalogues
- Guide to Create a Digital Catalogue
- Ensuring Completeness & Quality
- Q&A Session
#globallinker #digitalcatlogue #onlinesales #ecommerce
With more businesses moving online each day, creating a standout Digital Catalogue is essential for showcasing your products & services and reaching potential customers effectively. A well-designed catalogue simplifies the buying process, making it easy for customers to find & purchase from you.
Join us on 5 November (Tuesday) for a session where we’ll guide you through the steps of building a digital catalogue that can attract, engage, and convert customers.
Key Topics
- Need for Digital Catalogue
- Types of Digital Catalogues
- Guide to Create a Digital Catalogue
- Ensuring Completeness & Quality
- Q&A Session
#globallinker #digitalcatlogue #onlinesales #ecommerce
Magdalena Bay - Image (Official Video)
Magdalena Bay’s album Imaginal Disk, out now: https://imaginaldisk.world
Listen: https://magdalenabay.lnk.to/imaginaldisk
Shop: https://magdalenabay.lnk.to/imaginaldisk/officialstore
Listen to “Image”: https://magdalenabay.lnk.to/image
"That's My Floor" Official Video: https://magdalenabay.lnk.to/thatsmyfloor/youtube
“Death & Romance” Official Video: https://magdalenabay.lnk.to/deathandromance/youtube
Imaginal Disk YouTube Playlist: https://magdalenabay.lnk.to/imaginaldisk/youtube
See Magdalena Bay live on The Imaginal Mystery Tour: https://magdalenabay.lnk.to/tour
Sign up for Magdalena Bay Updates: https://magdalenabay.lnk.to/Laylo
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Website: https://magdalenabay.lnk.to/website
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TikTok: https://magdalenabay.lnk.to/TikTok
Facebook: https://magdalenabay.lnk.to/Facebook
X: https://magdalenabay.lnk.to/Twitter
Twitch: https://magdalenabay.lnk.to/Twitch
Spotify: https://magdalenabay.lnk.to/Spotify
Apple Music: https://magdalenabay.lnk.to/AppleMusic
CREDITS:
Director: Amanda Kramer @listentosilk
Written & Edited by: Magdalena Bay
Executive Producer: Doug_Klinger
Executive Producer: @clopezestrada
Production Company: @AntigravityAcademy
AGA Producer: @claire.dcp
Producer: Katie White @katiewhitetoday
1st AD: Lauren Bates @bloody_lip_productions
Production Manager: Matthew John Benton @matthewjohnbenton
DP: Patrick Jones @patrick_jones
1st AC: Terra Gutmann-Gonzalez @terragutgonz
2nd AC: Melisse Sporn @mlispo
VFX: Kyle Dettman, Igor Eyth, Yura Karikh
Additional VFX: Magdalena Bay
Colorist: Avery Niles @avery_niles
Gaffer: Nate Thomson @natethomson1
BBE: Taylor Balfour @taylor_balfour
Key Grip: Carl Stewart @stewartcarl
BBG: Riley Prichard @rileyy.coyote
Production Designer: Alexah Acuña @cinnamon_hands
Art Director: Parhom Jamshidi @dan_lathers
Costume Designer: Krissie Torgenson @krissieee
Costume Assistant: Taryn Hickey @ttsayswoah
Truck PA: Enrique “kiwi” Reyes @kiwi_foo
Production Assistant: Sean Jacobson @seanlolwut
Production Assistant: Saige Kristian @saigeyk
Makeup Artist: Edwin Monzon @edwinmonzon
Makeup Artist: Fernanda Machado @pompberry
TALENT:
The Doctor: James Jelin @jelinj
Disk Sales Entity 1: Liza Babin @liza_bab
Disk Sales Entity 2: Megan Seely @mtseely
Additional Talent: Allie-Rae Treharne @allieraebird
Additional Talent: Alyssa Tortomasi @alyssatortomasi
Additional Talent: Derek Delson @derekdelson
Additional Talent: Nate Mcleod @natey_light
LYRICS:
What’s the best you’ve got?
I forgot all my common sense
I need all the common sense
Time to start the clock, from the top
I need confidence
Confidence in medicine
But oh my god
22 more minutes
Ooh, so hot
Meet your brand new image
I’m the best you’ve got
True or not
I’ve got common sense
I’ve got all the common sense
Time to let me in
Let’s begin
There’s no heaviness
Just over the precipice
But oh my god
21 more minutes
Ooh, so hot
Meet your brand new image
Ooh, my god
Just a few more minutes
Ooh, so hot
It’ll be much clearer
But oh my god
Make me in your image
Ooh, so hot
Through a two way mirror
Ooh, my god
Only one more minute
Ooh, so hot
Meet your brand new image
#MagdalenaBay #Image #ImaginalDisk
“Images” by Emily Linge.
Subscribe: https://youtube.com/@EmilyLinge/?sub_confirmation=1 | Spotify: https://open.spotify.com/artist/1oHuewfSrJgCviOzYBcr5A
Watch the newest videos: https://youtube.com/playlist?list=PLG9gKlFD44lR-LpqMMcg8EmOQObae_iCA&playnext=1&index=2
Special thanks to @OvidioDeFerrari for helping with the piano solo.
Thanks also to @elvisgaragic9104 from @SoundStruckStudios Dubai for adding some light percussion and the mix/mastering.
Images. Written by Emily Linge
Alone, on my own
In a peaceful mind
I reach for my phone and see what I find
In my hand
See my life unfold
A daydream so real
Or so it seems to be
Images of moments so dear to me
The moments that define our path
And what we’ll be
I just love to look at photos in my phone
They define our past and how much we have grown
This is my favorite way to spend my time
There I am
My first time in snow
I didn’t feel the cold
The soft silky snow
Would soften any fall
The street lights so bright
It could be late at night
It’s cosy back home with the warmth of the fire place
Images of moments so dear to me
The moments that define our path
And what we’ll be
I just love to look at photos in my phone
They define our past and how much we have grown
Images of moments so dear to me
The moments that define our path
And what we’ll be
I just love to look at photos in my phone
They define our past and how much we have grown
I can’t think of a better way to spend my time
Follow Emily Linge!
Instagram: https://instagram.com/emilylingeofficial/
TikTok: https://tiktok.com/@emilylingemusic
Facebook: https://facebook.com/EmilyLingemusicpage/
Watch more Emily Linge videos!
Piano Covers: https://youtube.com/playlist?list=PLG9gKlFD44lSYQZAKMt5xELMl1OAGIz8A
Acoustic Covers: https://youtube.com/playlist?list=PLG9gKlFD44lRmnqZQaU2esUomPpPqV2Bg
Beatles Covers: https://youtube.com/playlist?list=PLG9gKlFD44lQbrtLZDpOQcsLg1HwEZWWD
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About Emily Linge:
Emily Linge is a sixteen year-old British-Norwegian singer songwriter, born and raised in Dubai. Music has been Emily’s passion from a young age. She loves to write and record original music, as well as recording covers of other artists’ songs. Emily Linge has learned how to play from Ovidio DeFerrari (piano) and Simon Tomkins (guitar). Outside of music, Emily is an avid tennis player, painter, and seamstress. Make sure to subscribe above for more Emily Linge videos!
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Image by Magdalena Bay is from the upcoming album, Imaginal Disk, out August 23: https://imaginaldisk.world
Lyrics
What’s the best you’ve got?
I forgot all my common sense
I need all the common sense
Time to start the clock, from the top
I need confidence
Confidence in medicine
But oh my god
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Meet your brand new image
I’m the best you’ve got
True or not
I’ve got common sense
I’ve got all the common sense
Time to let me in
Let’s begin
There’s no heaviness
Just over the precipice
But oh my god
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Meet your brand new image
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In this episode, I cover the latest breakthroughs in AI image generation. First, I dive into Ideogram Canvas, demonstrating its outpainting, image extension, and MagicFill features. Next, we explore MidJourney's new image editor and retexturing capabilities. I also examine the newly released Stable Diffusion 3.5 from Stability AI and its capabilities, comparing it to models like Flux. Finally, I discuss OpenAI's new consistency models (SCMs), which enhance efficiency and image generation speed with just two sampling steps. Join me as I explore these exciting advancements, and don't forget to join our Discord for real-time updates from the AI community!
▼ Link(s) From Today’s Video:
Ideogram Canvas: https://ideogram.ai/canvas
Open AI sCMs https://twitter.com/OpenAI/status/1849139783362347293
SD 3.5 blog: https://stability.ai/news/introducing-stable-diffusion-3-5
SD 3.5 Download: https://huggingface.co/stabilityai/stable-diffusion-3.5-large
Midjourney New features: https://twitter.com/midjourney/status/1849213115009056919
Creative Gravity's test: https://twitter.com/CreativGravity/status/1849447953829605677
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00:00 Introduction and Overview
00:48 Exploring Ideogram Canvas
01:35 Hands-On with Ideogram Canvas
03:52 Advanced Features of Ideogram Canvas
08:39 Midjourney's New Updates
09:37 Generating and Filling Out Images
10:04 Complex Image Editing: Adding a Sweater
10:41 Retexturing Interiors with MidJourney
12:43 Comparing Ideogram and MidJourney
14:28 Stable Diffusion 3.5: A New Contender
16:42 OpenAI's Latest in Image Generation
18:18 Conclusion and Community Engagement
Watch 'IMAGE' from Deep Kalsi's EP - Winners Circle.
Winners Circle EP has 5 tracks with totally different vibes from each other from the artists image to the grateful feeling after being high ,from tired of this relationship to the memories of the past relationships , it comes to an end with a banger westcoast boombap vibe (this side) which tells about the gang gang part of the artists
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Audio credits:
Song name - Image
Artist - Deep Kalsi feat. Raftaar
Music by - Deep Kalsi
Lyrics by - Deep Kalsi
Rap lyrics by - Raftaar
Mixed and mastered by - Sukh
Label - Kalamkaar
Video credits:
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Artwork by - Manil Kandwal
Special thanks to - BBT (Big Boy Toyz)
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#Image #DeepKalsi #Raftaar #Kalamkaar #DesiRap #DesiHipHop #HipHop #Rap #NewMusic #PunjabiRap
iPadOS 18.2 Dev Beta 1 is here and we finally got all the features we were looking for!
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## Chapters
0:00 - Image Wand
0:45 - Supported iPads
1:10 - What is Image Wand
1:35 - Hand written Notes to Image
2:30 - How to add more prompts to Image Wand
2:53 - Change Image style
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6:08 - Image Wand Limitations
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6:52 - Can Image Want Draw People?
7:25 - Certain IP limitations
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8:55 - Final take
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John Lennon - Imagine (Lyrics)🎶
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An image (from Latin:imago) is an artifact that depicts visual perception, for example a two-dimensionalpicture, that has a similar appearance to some subject—usually a physical object or a person, thus providing a depiction of it.
A volatile image is one that exists only for a short period of time. This may be a reflection of an object by a mirror, a projection of a camera obscura, or a scene displayed on a cathode ray tube. A fixed image, also called a hard copy, is one that has been recorded on a material object, such as paper or textile by photography or any other digital process.
this is a video about category theory... for #SoME3
haha jk this is just algebraic topology
btw i forgot the ray is supposed to go the other way (f(x) to x) im just dumb af pls dont crucify me
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🎬 Welcome to our Channel! Today, we’re diving into the fascinating world of Category Theory!📚✨
---
🧑🏫 So, what exactly is Category Theory?🤔
- At its core, Category Theory is all about understanding mathematical structures and the relationships between them. Imagine having a universal language that can describe patterns and connections across various fields – that’s the power of Category Theory! 🌐🔗
---
🌟 Why is Category Theory so important?🧠
- Category Theory provides a unifying framework that simplifies complex concepts. It allows mathematicians to see connections between seemingly unrelated areas, leading to groundbreaking discoveries and innovations. 🧩✨
- Think of it as the ultimate toolbox for mathematicians. By focusing on the relationships and structures, rather than individual elements, Category Theory offers a deeper, more holistic understanding of mathematics. 🔧🔍
---
📚 Real-World Applications🌍
- Beyond pure mathematics, Category Theory has applications in computer science, physics, and even linguistics! Whether it’s improving algorithms, understanding quantum mechanics, or analyzing languages, Category Theory is a versatile tool that’s making waves in various disciplines. 🌊🔬
---
🔭 Why should you watch this video?📺
- If you’re curious about how mathematics can bridge gaps between different fields, this video is for you! 🌉
- Whether you’re a student, a professional, or just a math enthusiast, understanding Category Theory will open your eyes to new ways of thinking and problem-solving. 💡
- Join us as we break down complex concepts into easy-to-understand explanations, with real-world examples that highlight the beauty and power of Category Theory. 🎓📈
---
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- Hit the like button if you enjoyed this video and subscribe to our channel for more exciting content! 🎥💡
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Thanks for watching, and we’ll see you in the next video! 🌟👋
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Glossary of category theory
This is a glossary of properties and concepts in category theory in mathematics.Especially for higher categories, the concepts from algebraic topology are also used in the category theory.
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https://www.youtube.com/watch?v=MJBLsvLGXHQ
Dr. Paul Lessard and his collaborators have written a paper on "Categorical Deep Learning and Algebraic Theory of Architectures". They aim to make neural networks more interpretable, composable and amenable to formal reasoning. The key is mathematical abstraction, as exemplified by category theory - using monads to develop a more principled, algebraic approach to structuring neural networks.
We also discussed the limitations of current neural network architectures in terms of their ability to generalise and reason in a human-like way. In particular, the inability of neural networks to do unbounded computation equivalent to a Turing machine. Paul expressed optimism that this is not a fundamental limitation, but an artefact of current architectures and training procedures.
The power of abstraction - allowing us to focus on the essential structure while ignoring extraneous details. This can make certain problems more tractable to reason about. Paul sees category theory as providing a powerful "Lego set" for productively thinking about many practical problems.
Towards the end, Paul gave an accessible introduction to some core concepts in category theory like categories, morphisms, functors, monads etc. We explained how these abstract constructs can capture essential patterns that arise across different domains of mathematics.
Paul is optimistic about the potential of category theory and related mathematical abstractions to put AI and neural networks on a more robust conceptual foundation to enable interpretability and reasoning. However, significant theoretical and engineering challenges remain in realising this vision.
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Links:
Categorical Deep Learning: An Algebraic Theory of Architectures
Bruno Gavranović, Paul Lessard, Andrew Dudzik,
Tamara von Glehn, João G. M. Araújo, Petar Veličković
Paper: https://categoricaldeeplearning.com/
Symbolica:
https://twitter.com/symbolica
https://www.symbolica.ai/
Dr. Paul Lessard (Principal Scientist - Symbolica)
https://www.linkedin.com/in/paul-roy-lessard/
Neural Networks and the Chomsky Hierarchy (Grégoire Delétang et al)
https://arxiv.org/abs/2207.02098
Interviewer: Dr. Tim Scarfe
Pod: https://podcasters.spotify.com/pod/show/machinelearningstreettalk/episodes/Dr--Paul-Lessard---CategoricalStructured-Deep-Learning-e2hqqlq
Transcript:
https://docs.google.com/document/d/1NiHJKTkeqYdpcgr6lGCTwqMKl6YA9tS5R1jCgi987gA/edit?usp=sharing
More info about NNs not being recursive/TMs:
https://www.youtube.com/watch?v=4KIQH1VEwBI
Geometric Deep Learning blueprint:
https://www.youtube.com/watch?v=bIZB1hIJ4u8
TOC:
00:00:00 - Intro
00:05:07 - What is the category paper all about
00:07:19 - Composition
00:10:42 - Abstract Algebra
00:23:01 - DSLs for machine learning
00:24:10 - Inscrutability
00:29:04 - Limitations with current NNs
00:30:41 - Generative code / NNs don't recurse
00:34:34 - NNs are not Turing machines (special edition)
00:53:09 - Abstraction
00:55:11 - Category theory objects
00:58:06 - Cat theory vs number theory
00:59:43 - Data and Code are one and the same
01:08:05 - Syntax and semantics
01:14:32 - Category DL elevator pitch
01:17:05 - Abstraction again
01:20:25 - Lego set for the universe
01:23:04 - Reasoning
01:28:05 - Category theory 101
01:37:42 - Monads
01:45:59 - Where to learn more cat theory
2024-09-03 - NITheCS & SU Category Theory Research Seminar
Workshop on pointfree topology and constructive mathematics – part 4
Dr Graham Manuell
(Stellenbosch University)
ABSTRACT
Constructive logic is a generalisation of classical logic that applies in more situations, including mathematical universes (toposes) where propositions can take different values at different locations in some space or where every function from ℕ to ℕ is computable. Unfortunately, in this general setting many classical results of point-set topology fail. However, almost all of these results can be recovered if we reformulate topology in terms of lattices of opens without predefined underlying sets of points. Moreover, this perspective also sheds light on many not-obviously-topological aspects of constructive mathematics itself.
In the penultimate lecture of the series, we will cover Hausdorffness, discreteness, compactness, overtness. These have elegant logical formulations in terms of equality in, and quantification over, locales.
This presentation was the opening keynote of Lambda World 2017 by Dr. Eugenia Cheng.
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Category theory can be thought of as being 'very abstract algebra'. It is thought of as 'too abstract' by some people, and as 'abstract nonsense' by some others. In this talk, I will show that while it is abstract, it is far from being nonsense. I will argue that the abstraction has a purpose and that broad applicability is one of the powerful consequences. To demonstrate this, I will show how I apply concepts of category theory to important questions of life such as prejudice, privilege, blame and responsibility. I will introduce the category theory concepts from scratch so no prior knowledge is needed. These concepts will include objects and morphisms, isomorphisms and universal properties.
With more businesses moving online each day, creating a standout Digital Catalogue is essential for showcasing your products & services and reaching potential customers effectively. A well-designed catalogue simplifies the buying process, making it easy for customers to find & purchase from you.
Join us on 5 November (Tuesday) for a session where we’ll guide you through the steps of building a digital catalogue that can attract, engage, and convert customers.
Key Topics
- Need for Digital Catalogue
- Types of Digital Catalogues
- Guide to Create a Digital Catalogue
- Ensuring Completeness & Quality
- Q&A Session
#globallinker #digitalcatlogue #onlinesales #ecommerce
Breathe This is the knowledge that I bring, Universal worldwide culture Inhale, exhale I takes it all in No second guessing Truth brings forth a new passion No second guessing Push aside this fate for the ransom Stands among, gold seven and lox'd up White wool; fire eyes, glowing in red Water of rush, planet hold, in double edge Falling down dead, last first, it's one life Life source, in resurrection, these bloodstains Shining face, this morning stars reflections Embracing light, the clearness of sunrise Tower strong, in this refuge, my fortress Breathe This is the knowledge that I bring, Universal worldwide culture Inhale, exhale I takes it all in No second guessing Truth brings froth a new passion No second guessing Push aside this fate for the ransom
Sydney. Scientists say they have found the world's largest coral near the Pacific's Solomon Islands, announcing Thursday a major discovery "pulsing with life and colour" ...ImageCredit. AFP ... A dive boat sailing over the world's largest coral. Image Credit.
There were also some 'unseen' images in her Wednesday photo dump ... She also shared an image of herself posing up a storm on a boat while modeling a cargo maxi-skirt and white tank top.
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I'm that check and balance ... (Image credit. Apple TV+). WatchingPaul literally rock the boat to scare Jimmy, Jimmy throwing around fishing facts and embarrassing Paul and the two generally bickering was outstanding ... It really is. I feel like a lucky guy ... .
Sitting courtside at an NBA game is a fantastic experience, but it's also incredibly expensive ...Watch On ... She wouldve evaded easily. ... I'm sure it's an instance he won't soon forget, and it seems like fans are in the same boat ... (Image credit ... .
Jameel’s phone was found to contain information and messages relating to up to 50 people who had entered the UK illegally on small boats during 2022 and 2023, including images taken on boats in the Channel.
Over the last two years, multiple national parks have been working to find a way to manage major spikes in visitor numbers ...Don't miss the move. SIGN UP for TheStreet's FREE daily newsletter. Related ... Tour boat on St ... UCG/Getty Images ... or after 3 p.m ... ....
The cooler weather has made the trip even more enjoyable ImageCredit... A boat leaves from the Fair Image Credit ... During weekdays, from Monday to Thursday, boats depart from SharjahAquarium at 7am, followed by services at 8am, 1pm, 4.45pm, and 6.15pm.
Somewhere in this image of a boat, a watch is hiding in plain sight ...Try scanning the boat section by section ... The watch is cleverly tucked away in the bottom left corner of the image.
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One person was killed in a mass shooting at an AlabamaHBCU that was hosting a milestone homecoming weekend on Sunday morning... Getty Images. Teen brothers who survived 2017 mass shooting drown with dad after boat capsizes while crabbing in Calif ... ....
From women sporting Farrah Fawcett haircuts at a party to a couple posing for photos in the snow, MailOnline has looked into images of life across Iran in the 60s and 70s that portray a vibrant kingdom on the brink of change.