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How AI-generated images can streamline your SEO game with DALL-E 2

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How AI-generated images can streamline your SEO game with DALL-E 2

How AI-generated images can streamline your SEO game with DALLE-2

30-second summary:

  • SEOs are always on the lookout for innovative technology that can help them amplify content creation effectively
  • One such innovation that is on the cusp of being the next big thing in SEO and content creation is OpenAI’s DALL-E 2
  • What is it, how does it work, and how can SEOs use it (or at least start experimenting with it)?

Have you ever wanted to feel like Salvador Dali? Maybe even create a small cute robot that could look like WALL-E? Your dreams very well might come true with the recent development of the technology behind AI. If that sounds interesting, let’s dive a bit deeper into this topic. Let’s talk about DALL-E 2.

Ok Google, what does AI Do?

Artificial intelligence (AI) aims to create unique algorithms that can behave like people in specific situations – recognize human speech and various objects, write and read texts, and the like. This technology is already far ahead of human capabilities in many spheres involving data processing. Until recently, AI was encroaching mainly on the fields that are linked with technical tasks – predictive analytics, robotization, image, and speech recognition. Today AI surpasses people by 40 percent on trivia

But can AI also take on creative functions? It seems this is the last field to be mastered by neural networks. Art is a complicated combination of skill, creativity, and aesthetic taste, which all are very human elements. However, in April 2022, the OpenAI group proved otherwise by releasing a powerful text-to-image convertor, DALLE – 2, that can transform any text caption into a visual presentation that has never existed before. Its most winning feature is that the tool can precisely and logically convey relationships between objects it displays.

What is DALLE-2?

This neural network was created by OpenAI. Originally, it was GPT-2, a technology that could work with languages – answer questions, complete text, analyze content, and make conclusions. It was improved to GPT-3 – its capabilities expanded beyond textual information and enabled it to work with the images. 

Already in January 2021, this technology was followed by its new mind-blowing version that could build a connection between text and images. This neural network was called DALLE. The most remarkable thing is that it can come up not only with objects known to us but also produce completely new combinations, creating objects that do not exist in nature. In simple words, DALLE is a transformer consisting of the decoder, which processes a sequence of 1280 tokens. These are 256 text tokens and 1024 image part tokens. The algorithm treats image regions in the same way as words in a text and generates new images identically to how GPT-3 generates new text. In 2022, the project was scaled to DALLE-2. The improved version creates an image just from a text prompt.

How does DALLE-2 work?

It is not the first attempt to create a text-to-image generation system. However, the capabilities of DALLE-2 are much broader. This neural network can effectively link textual and visual abstractions and provide a true-to-life image. How does the system know how a particular object is interacting with the environment? The algorithm is quite difficult to be explained in detail. Still, roughly it consists of several stages and uses other OpenAI models – CLIP (Contrastive Language-Image Pre-training) and GLIDE (Guided Language-to-Image Diffusion for Generation and Editing).

  • Mapping the image description to its space presentation via the CLIP text encoder. CLIP is trained on hundreds of millions of images and their associated captions, figuring out how a particular piece of text relates to an image. The model does not predict the caption but learns how it is related to the image. This comparative approach allows establishing the relationship between textual and visual representations of the same abstract object. This stage is critical to the creation of images by the neural network.
  • Encoding the CLIP-learned image. The next task is to create the image, the details of which have been suggested by CLIP. Now, DALLE-2 uses a modified version of another OpenAI model, GLIDE, to create this image. It is based on a diffusion model – data is generated by reversing the process of gradual image noise. The learning process is supplemented with additional textual information, which ultimately leads to the creation of more accurate images. 

Based on the above, DALL-E 2 can generate semantically consistent images that naturally fit any object in the surrounding space.

DALLE-2 for SEO

The vast potential of AI image generation immediately attracted the attention of SEO specialists. They spend a lot of time finding appropriate pictures to support their text content. However, it becomes increasingly difficult to invent something that is not just copied and stitched together from the web. So DALLE-2 can become a great source of a never-ending flow of wholly unique and non-standard images. Interestingly, users will have exclusive rights to use the images they create, including for commercial use.

How it can help SEO

Nowadays, website and content promotion are not possible without attractive visuals. Images add more value to your SEO efforts – your site wins more user engagement and accessibility. But sourcing enough appropriate pictures has always been a headache. DALLE-2 can solve this task with ease. You just need to print a descriptive prompt of your future image, and AI will come up with a result. The text should not exceed 400 characters. But users should be ready to train a little to create explicit requests. It is highly advisable to study Prompt Book and master the basics to avoid weird results. You will learn the most valuable tips on how to get the most out of this fantastic image generator.

If you’d like to further automate your image creation process this tool will allow you to generate a prompt that can be used on DALLE-2.

Use cases (blog posts, product images, designs, digital art, thumbnails)

AI algorithms were already used in SEO before for naming objects on the images and creating descriptions for them based on data. With DALLE-2, this process is flipped around, and now you can generate images based on text prompts. No matter whether you are running an online blog or a store – you need lots of visuals to attract new customers and followers. And DALLE-2 can successfully be integrated into any project where you need image supplements –  create illustrations for your blog posts, product descriptions, design sketches, and much more. Moreover, you can further modify already created images. 

You can already see some successful use cases of DALLE-2. 

  • Blog thumbnail optimization. The Deephaven blog thumbnails have been replaced by images fully generated by DALLE-2. It took a couple of minutes and several prompts per image to get the desired result. However, it is a significant time saving compared to what would have been spent on the search for stock images. A nice bonus is that DALLE-2-generated images are fully unique and memorable.
  • Design development. DALLE-2 can become an efficient tool in the design field. And it looks like its capabilities are endless. For example, a picture of the existing garden was taken, and a rectangular swimming pool was applied to it via DALLE-2. It helps the client envision how it might look in reality.

For more use cases and live community discussions join r/dalle.

Currently, users are just experimenting with DALLE-2, but there is no doubt it will be soon actively applied in business, architecture, fashion, and other spheres.

Examples of DALL-E 2

DALL-E 2 is launched in beta version with a credit-based model open to 100,000 users. Another million applicants are waiting for approval to test this AI product. Some users have already shared their first experience with the converter, and the results are impressive. DALL-E 2 processes the craziest requests and offers its interpretation. Here are a few examples:

A sad beaver in the sweater sitting in front of the screen and thinking about apples 😅

— Slava Grimalsky (@grimalsk) July 29, 2022

Prompt #1

A sad beaver in the sweater sitting in front of the screen and thinking about apples.

Examples of AI-generated images can streamline your SEO game with DALLE-2 - Sad beaver

Source: Twitter

Prompt #2

A charcuterie board floating in a pool on the Amalfi coast.

Examples of AI-generated images can streamline your SEO game with DALLE-2 - Amalfi coast


Source: Twitter

Prompt #3

“The State of Connecticut Capitol as an oil painting by Matisse using purple and jade.” #dalle2 @BetterLegal

Artwork for programmatic SEO is about to be next level! pic.twitter.com/64kKRY2Hpt

— Chad Sakonchick (@csakon) July 27, 2022

Source: Twitter

Prompt #4

A person in the space suit walking on Mars near the creator with dried-out grass and remnants of the Voyager.

Examples of AI-generated images can streamline your SEO game with DALLE-2 - Space man
Prompt:A person in the space suit walking on Mars near the creator with dried-out grass and remnants of the Voyager

Source: LinkedIn

Prompt #5

A Ukrainian on the field harvesting crops.

2 days ago I turned 30. I’m using this opportunity to raise money and help #Ukraine win. I know that a cup of coffee ($5) can save lives, and hoping that #TwitterFamily can help me with that. Digital art created by #dalle2 https://t.co/OV6Zq7NDIQ pic.twitter.com/wEQb6gouRI

— Dima Makei 🇺🇦 (@dima_makei) August 9, 2022

Source: Twitter

Conclusion

DALL-E 2 is a revolutionary text-to-image converter today. It will help you instantly generate a variety of unique images with only a short text prompt in failry shorter time spans than you would spend on photo stock sites. This technology is an absolute game changer and can rearrange a lot of things in SEO in the coming years. Yet, more live testing is still needed to benefit from DALL-E 2 to the fullest.


Dima Makei is Head of SEO at Omnicom Media Group. He is also passionate about teaching and has previously served as a Marketing Professor at Seneca College. Find him on Twitter @dima_makei.

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NASA Says Hurricane Didn’t Hurt Artemis I Hardware, Sets New Launch Window

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NASA Says Hurricane Didn’t Hurt Artemis I Hardware, Sets New Launch Window

NASA’s Artemis I moon mission launch, stalled by Hurricane Ian, has a new target for takeoff. The launch window for step one of NASA’s bold plan to return humans to the lunar surface now opens Nov. 12 and closes Nov. 27, the space agency said Friday. 

The news comes after the pending storm caused NASA to scrub the latest Artemis I Iaunch, which had been scheduled for Sunday, Oct. 2. As Hurricane Ian threatened to travel north across Cuba and into Florida, bringing rain and extreme winds to the launch pad’s vicinity, NASA on Monday rolled its monster Space Launch System rocket, and the Orion spacecraft it’ll propel, back indoors to the Vehicle Assembly Building at Florida’s Kennedy Space Center. 

The hurricane made landfall in Florida on Wednesday, bringing with it a catastrophic storm surge, winds and flooding that left dozens of people dead, caused widespread power outages and ripped buildings from their foundations. Hurricane Ian is “likely to rank among the worst in the nation’s history,” US President Joe Biden said on Friday, adding that it will take “months, years, to rebuild.”

Initial inspections Friday to assess potential impacts of the devastating storm to Artemis I flight hardware showed no damage, NASA said. “Facilities are in good shape with only minor water intrusion identified in a few locations,” the agency said in a statement. 

Next up, teams will complete post-storm recovery operations, which will include further inspections and retests of the flight termination system before a more specific launch date can be set. The new November launch window, NASA said, will also give Kennedy employees time to address what their families and homes need post-storm. 

Artemis I is set to send instruments to lunar orbit to gather vital information for Artemis II, a crewed mission targeted for 2024 that will carry astronauts around the moon and hopefully pave the way for Artemis III in 2025. Astronauts on that high-stakes mission will, if all goes according to plan, put boots on the lunar ground, collect samples and study the water ice that’s been confirmed at the moon’s South Pole. 

The hurricane-related Artemis I rollback follows two other launch delays, the first due to an engine problem and the second because of a hydrogen leak.

Hurricane Ian has been downgraded to a post-tropical cyclone but is still bringing heavy rains and gusty winds to the Mid-Atlantic region and the New England coast.

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What You Get in McDonalds’ New Happy-Meal-Inspired Box for Adults

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What You Get in McDonalds’ New Happy-Meal-Inspired Box for Adults

You’ve pulled up to McDonald’s as a full-on adult. You absolutely do not need a toy with your meal, right? Joking. Of course you do.

The fast-food chain will soon sell boxed meals geared toward adults, and each one has a cool, odd-looking figurine inside. 

The meal has an odd name — the Cactus Plant Flea Market Box — that’s based on the fashion brand collaborating with McDonald’s on this promotion. 

According to McDonald’s, the box is inspired by the memory of enjoying a Happy Meal as a kid. The outside of the box is multicolored and features the chain’s familiar golden arches. 

The first day you can get a Cactus Plant Flea Market Box will be Monday, Oct. 3. Pricing is set by individual restaurants and may vary, according to McDonald’s. It’ll be available in the drive-thru, in-restaurant, by delivery or on the McDonald’s app, while supplies last.

You can choose between a Big Mac or 10-piece Chicken McNuggets. It will also come with fries and a drink.

Now about those toys. The boxes will pack in one of four figurines. Three of the four appear to be artsy takes on the classic McDonald’s characters Grimace, Hamburglar and Birdie the Early Bird, while the fourth is a little yellow guy sporting a McDonald’s shirt called Cactus Buddy.

In other McD news, Halloween buckets could be returning to the chain this fall. So leave some room in your stomach for a return trip.

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Why companies like iHeartMedia, NBCU rely on homegrown IP to build metaverse engagements

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Why companies like iHeartMedia, NBCU rely on homegrown IP to build metaverse engagements

To avoid potential blowback from a skeptical audience, retailers as well as media and entertainment companies are learning to invest in their homegrown intellectual properties while building virtual brand activations inside Roblox or Fortnite.

Take, for instance, when they get it wrong.

Earlier this week, Walmart launched its own Roblox world — called Walmart Land — and was roundly mocked for it across social media given the announcement’s disjointed brand message and apparent lack of life. In one viral tweet, a Twitter user described a clip of Walmart CMO William White introducing the Roblox space as “one of the saddest videos ever created.”

This video of Walmart’s chief marketing officer on a stage in Roblox talking about its new “Walmart Land” experience is one of the saddest videos ever created. pic.twitter.com/HtIIToShKs

— Zack Zwiezen (@ZwiezenZ) September 26, 2022

To some extent, this sort of criticism is to be expected during the early days of the metaverse.

“Walmart is an iconic brand; when you see them coming into a platform like Roblox, people are going to be 10 times more critical of what is being launched,” said Yonatan Raz-Fridman, CEO of the Roblox developer studio Supersocial.

But Walmart’s size is not its only disadvantage as it dips its toes into Roblox. Although Walmart has a widely recognizable brand, it owns few intellectual properties that users are actually interested in experiencing virtually — a shortcoming reflected by the somewhat cavernous emptiness of Roblox’s Walmart Land.

Provided by NBCUniversal

The success of other recent brand activations is evidence that media and entertainment brands are better equipped to build metaverse spaces that can dodge online skepticism, thanks to their wealth of owned IP.

“They are having to reinvent themselves, to a certain degree, but that is in their DNA,” said Jesse Streb, global svp of technology and engineering at the agency DEPT. “So they have a unique advantage over, say, some kludgy company that sells lumber, or a construction company.”

For example, iHeartMedia’s Roblox and Fortnite spaces were inspired by the mass media corporation’s wealth of popular real-life events, such as the Jingle Ball Tour and iHeartRadio Music Festival, with virtual versions of musicians like Charlie Puth performing pre-recorded concerts that allow real-time audience interaction.

“There’s a strong brand association with the IP, down to a station level — you’re in the New York area, you probably know Z100,” said iHeartMedia evp of business development and partnerships Jess Jerrick. “The same is true for the event IP, or the IP that we now have in the podcasting space, and of course our radio broadcast talent. So there’s no shortage of really strong IP we can bring into these spaces.”

Translating real-life properties into the metaverse is also an enticing prospect for brands that view metaverse platforms as an experimental marketing channel, allowing them to bring tried-and-true IP into their virtual activations instead of designing them from the ground level. This was part of the strategy behind the recent Tonight Show activation in Fortnite Creative, which was designed in collaboration between NBCUniversal and Samsung. “We’re looking at it holistically — how do we find fans in new ways, and use IP that fans love in new ways?” said NBCU president of advertising and client partnerships Mark Markshall.

Since opening on Sept. 14, iHeartLand has already enticed over 1.5 million Roblox users to visit. The company aims to retain that attention with a schedule of virtual programming featuring popular musicians and personalities.

“At our core, we are essentially an influencer network; our broadcast talent are some of the most connected, most engaging influencers at work in media today,” said Conal Byrne, CEO of iHeart Digital Audio Group. “That gives us this sort of superpower, to be able to go into new-ish platforms, like Roblox or Fortnite, because we talk to our listeners through those influencers.”

https://digiday.com/?p=468395

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