#worldpop

[khopworldfemaleedition]

XG

[nazars]

[By Jeans] 'Sarah Kang - once in a moon' Cover by HANNI | NewJeans

HANNI IS THE BEST!

[govindhtech]

Open Buildings 2.5D Temporal Dataset: AI Maps For Worldscape

Open Buildings 2.5D Temporal Dataset, AI-driven maps for an evolving global landscape. The UN expects 2.5 billion additional people to live in cities by 2050, largely due to population movements and growth in the Global South. It need new tools to understand how it’s cities are growing and evolving to ensure that every person is included when making choices and preparing for basic utilities like electricity and water.

Today, Google is adding a new dataset that contains details on how building presence varies over time to the Open Buildings initiative, which seeks to assist different organizations in understanding and making plans for it changing environment. Building height data is now accessible for the first time in the Open Buildings 2.5D Temporal Dataset, covering the years 2016–2023.

Open buildings

Why it’s important to map buildings

Maps are essential for obtaining numerous necessities. Determining people’s whereabouts is a prerequisite for providing basic services like running water and electricity as well as for making sure they are taken into consideration during emergency situations. It can guarantee that everyone gets reached and assist decision-makers in understanding the present situation by producing maps.

For this reason, in 2021, Google Research unveiled the Open Buildings initiative. This project started in an AI project Lab in Accra, Ghana, and mapped 1.8 billion buildings throughout Africa, Asia, Latin America, and the Caribbean. Over 40% of the world’s territory and 54% of its people. Governments, enterprises, organizations, and researchers have used Open Buildings for various objectives in recent years.

For instance, to maximize the effect in the most needy regions, Sunbird AI, a charity organization based in Uganda, utilized the Open Buildings dataset to recommend sites for rural electrification initiatives. In addition to being helpful for many other uses, this kind of data has allowed us to add buildings from all over the globe to Google Maps, increasing its accuracy.

How this new Temporal Dataset was created

It is used artificial intelligence (AI) to super-resolve and extract building heights and footprints from lower-resolution, publicly accessible Sentinel-2 collecting footage in order to create this dataset. This is significant because, in the Global South, lower-fidelity satellite data is more readily accessible than high-fidelity imagery; thus, they had to develop models that could precisely categorize buildings using these lower-fidelity pictures.

To enable anybody to examine it procedures and findings in more depth, they are making available both the technical report and an interactive version of the Earth Engine App.

Additionally, It’s are providing the Open Buildings 2.5D Temporal Dataset at no cost in order to aid the efforts of humanitarian groups, legislators, and other professionals operating in the Global South. The image collection is available for analysis using Earth Engine’s extensive library of other environmental datasets and planetary-scale computing power. It is stored as an Image Collection in the Earth Engine Data library (link).

How Its’ve worked together to increase impact

It working with partners who are using the information for a range of significant initiatives. For instance, Open Buildings is being used by WorldPop to generate up-to-date and precise population estimates worldwide. UN organizations and countries utilize WorldPop estimates. Additionally, WorldPop is collaborating with partners in Nigeria who have identified and reached out to children who have not gotten regular vaccination services by using the data.

“Its’ve been able to map populations more accurately by Google’s Open Buildings dataset, and the new Temporal dataset opens up new chances to better portray global population shifts’ fast pace.”

Through the Data towns project, a partnership with UN Global Pulse, Sunbird AI is leveraging it dataset to provide in-depth profiles of Fort Portal and Jinja, two developing towns in Uganda. Using geospatial data to provide municipal officials with the means to make well-informed choices on policy and urban planning, as well as to recognize and analyze wider patterns that need attention, is the aim.

Limitations and places where It want to make improvements

With the help of an AI advances, which include elevation estimations, super resolution, and satellite image segmentation, the whole planet is now represented on a dynamic, global dataset. However, there are still some restrictions that can have an impact on the data and make it impossible for us to map certain structures precisely.

The sky must be clear: To get the best outcomes, It need a number of cloud-free photos. This may be an issue in some very overcast regions, resulting in less trustworthy data. You may have noticed that the confidence ratings for some years are lower.

It is possible to overlook tiny structures: There is a limit to the number of buildings that are smaller than a single picture pixel. Tiny buildings, such as makeshift shelters, may not be seen.

Pixels, not polygons: Due to Sentinel-2’s reduced input data resolution, it is very challenging to generate the geometrical form of the buildings, which was included in the prior dataset. Rather, it raster-formatted data on building presence has a confidence score assigned to each pixel.

Other peculiarities: A few other technical problems, such as mistakes in picture stitching and a few false positives (detecting something that isn’t there), might also have an impact on the results.

Because the world is always changing, maps are dynamic. Artificial intelligences(AI) explains this transition using the Open Buildings 2.5D Temporal Dataset. In order to assist place everyone on the map, It look forward to sharing this information with its partners that promote inclusive and sustainable urban development.

It cordially welcome global scholars, decision-makers, and development practitioners to examine the Open Buildings 2.5D Temporal Dataset and provide us with your thoughts.

Read more on Govindhtech.com

[toneast1960]

"Love your EURO GAMES - you're a breath of fresh air. I love music of all sorts; I think I can safely say, however, you're one of my faves!"

**Effi**

Sandbach - Cheshire England 🇬🇧 [United Kingdom]

///euro games\\\

*bassell atum-trumpet |

spoken word*

https://www.jango.com/music/Tony+Underwood+TONE+EAST+MUSIC/EURO+GAME+S+

#eurogames #hiphop #gospelcrossover #crossover #tonepoems #europop #crossgenre #worldpop #jazz_classical #toneastsound #toneasteducation #toneastculture #toneast #toneastmusic #tone_east_music_technology

[ronjamaltzahn]

Let’s find a name for my E-Cello! I neee YOUR CREATIVITY ✊🏼🎶 This youngest member of my music family doesn’t have a name yet. I want you to choose one ☝🏽. The ideas on my channel as well as @timezonerecords and @cordial.cables will be observed and next Friday we will announce the name and three winners who will get a cordial instrument cable, the new album #worldpop and a colorful package full of merch. . I am looking forward for your ideas 💡🥰 . #contest #ecello #name #musician #instrument #cordialcable #ronjamaltzahn https://www.instagram.com/p/CHf6HUnn-OM/?igshid=euk8yn118g56

[flankingmanoeuvres]

The Herbalizer: The Missing Suitcase Bjork: Play Dead Tom Waits: Phantom 309 (Live) Aimee Mann: Frankenstein Pshycotic Beats: Killer Shangri-Lah (13) Flamin' Groovies: Slow Death The Bird & The Bee: Witch Firesign Theatre: More Undermutter Mutterances Lawlor: Mad Alice Lane (A Spookier Ghost Story) Ian Dury & The Blockheads: Blockheads The Crystalites: Undertaker's Burial Amanda Palmer & The Grand Theft Orchestra: The Killing Type Fairport Convention: Matty Groves (Take One) Frank Sinatra: Witchcraft  Creme and Godley: Consequences Joy Division: Atmosphere (Bootleg Cassette) King Crimson: Indoor Games Lawrence Arabia: A Little Hate Pat Hare: I'm Going To Murder My Baby White Noise: Love Without Sound Warren Zevon: Werewolves Reg Dwight: Funeral To A Friend (Elton John Opening) Crazy World Of Arthur Brown: Fire Bettye LaVette: Witchcraft In The Air Don Gere: Werewolves On Wheels (71) The Cure: The Funeral Party (Remastered LP Version) John Lee Hooker: Graveyard Blues Art Pepper: Bewitched, Bothered, and Bewildered Nina Simone: I Put A Spell On You Screamin' Jay Hawkins: Alligator Wine Rufus Wainwright: In A Graveyard Portishead: Theme To Kill A Dead Man (To Fade)

[timezone-records]

Live auf dem Roten Sofa @timezonerecords : @ronjamaltzahn und @fedemusik #worldpop #folk #singersongwriter #dasrotesofa #timezonerecords (hier: Timezone) https://www.instagram.com/p/BzawRoOoIH0/?igshid=pp4mz8emaz0s

[justsellinghomes]

#WorldPopulation #8BillionPeople #billionaire #billionairemindset #billionaireexperience

#ExpEperience #Exp613 #ExpRealty #Exp #ExpOttawa How many of them are #RealEstateAgents?

[believeintl]

[nazars]

OMG/NewJeansにRapのせてみた。

OMGにRAPのせてみた。

(Rhyme)

Saturday Night

外出ない?

君との愛 他愛ないLineつないで

"Tonight is the night." my mind says

既読スルーなんてしないで

君が最後のHanni(Honey)さmeet my fate

ただ気になってCheck する

On my Facebook

I just took that tiktok

でもきっと ただ少しだけ残る不安

While having fun

Worry about the safe line

But just want it in my life

When she came into my life

I feel all start shining bright

Oh my Oh my god

Oh my Oh my god OMG

Sing a song

Make a sound

Gimme some your love instead" likes"👍

Will it be violated to the license ?

I believe that NewJeans is not just another idol,but they are technology-communication(social networks)platforms.

And I expect YouTube Short will be another ground of Rap or Remix Music Genre or may be more.

Guys,what you need is just a Smartphone.

Let's share some love instead fight.

#kpop

#jpop

#worldpop

#newjeansfan

#hanni

#hiphop

#rap

#youtubeshorts

[altoecko]

Album on table! https://www.youtube.com/playlist?list=PLJNbijG2M7Owe4sz9-mbgjd_cX-Zw9enO #therhythmofthesaints #paulsimon #vinyl #vinylgram #yardsale #licoricepizza #instavinyl #vinylrecords #fun #music #pop #worldpop #africanpop #african #1990 #the90s #90s #notforsale #warnerbrothersrecords (at Peachtree Corners, Georgia)

[newsbabahindi-blog]

न सिर्फ एप्पल, बल्कि श्याओमी, ओप्पो और वीवो कोरोनोवायरस के कारण शटडाउन के साथ संघर्ष कर रहे हैं

न सिर्फ एप्पल, बल्कि श्याओमी, ओप्पो और वीवो कोरोनोवायरस के कारण शटडाउन के साथ संघर्ष कर रहे हैं

[ad_1]

चीन के शंघाई के एक मेट्रो स्टेशन पर मास्क पहने लोग दिखाई देते हैं। (रायटर)

प्रकोप, जिसने 72,000 से अधिक को संक्रमित किया है और कई कर्मचारियों को यात्रा और संगरोध प्रतिबंधों के कारण काम पर लौटने से रोक दिया है, पूरे अमेरिकी फर्म की आपूर्ति श्रृंखला में बदल रहा था।

रायटर

आखरी अपडेट: 18 फरवरी, 2020, 4:35 PM IST

आईएपीएल इंक के आश्चर्य की चेतावनी है कि कोरोनोवायरस महामारी के कारण इस…

[captainiceicebaby21-blog]

Check Out The World Population By Going To This Site!

[misterlivingstone-blog]

🇮🇹 • Me ne stavo tranquillamente mangiando un mega hot dog nella piazza principale di Skansen quando all'improvviso sentii provenire dalla parte opposta della piazza una strana canzone, così mi avvicinai e proprio in quel momento la consapevolezza mi colpì violenta, come un pugno sul muso! Esiste dunque la musica tradizionale svedese! Ed è veramente figa! Io ho sentito solo un pezzo, si trattava di un folk un po' andante che doveva essere molto divertente da ballare in passato. Preso coscienza di ciò restai qualche minuto ad assaporare la dolce melodia swingando leggermente prima a destra e poi a sinistra... e poi me ne andai per la mia stada. . 🇬🇧 • I was eating a big hot dog in the main square of Skansen when suddenly I heard a strange song coming from the opposite side of the square, so I approached and at that moment the awareness hit me violently, like a fist on the nose! So there is traditional Swedish music! And it's really cool! I only heard one song, it was a somewhat wacky folk that must have been a lot of fun to dance in the past. Having become aware of this, I spent a few minutes savoring the sweet melody, swinging slightly to the right and then to the left ... and then I went on my way. . .~~~~~~~~~~~~~~~~~~~~~~~~ .📸 - Sony Rx100m5 .~~~~~~~~~~~~~~~~~~~~~~~~ #swedishmusic #swedishmusician #dontturnaround #swedishband #skansenlive #mrlivingstone #swedishfolk #bigskycountry #svenskfolkmusik #svensk #swedishfolkmusic #instrument #wishlist #nyckelharpa #wow #treasurehunt #musician #worldpop #beautifulmess #vilsevind #musicafolk #musicacelta #celticmusic #folkmusik #folkmusikk (at Skansen) https://www.instagram.com/p/BzdASImiyPy/?igshid=1fjq2y4rpixmt

[timezone-records]

Live im Grünen: Sonntag, 2.6., 17 Uhr @sleepwalkers_station und Mittwoch, 5.6., 19:30 Uhr @fretheband – am Büdchen in Osnabrück! #timezonerecords #livemusic #jazz #singersongwriter #folk #worldpop #openair #liveimgruenen (hier: Büdchen am Westerberg) https://www.instagram.com/p/ByK8t3wIJ8B/?igshid=9zsrbx161rw1

[atloteam]

Budapest lakosságának változása 2000 óta 100m-es griden. Piros: csökkent Kék: nőtt. Már ha a Worldpop raszterei a remote sensing alapján hozzávetőlegesen jól kalkulálnak, a vektorizálás során nincs túl nagy adattorzulás és a nullák kivágása sem zavarja meg. Fontos, hogy ez nem azt jelenti, hogy x település lakosságszáma nőtt-e vagy csökkent, hanem azt, hogy az adott településen belül hol nőtt és csökkent a lakosság.