1/18/2024 0 Comments Cross tabular data(online publication accessible at: )įleiss JL. Categorical data analysis: NCSSM Statistics Leadership Institute, USA 1999. ![]() Your chi-square test is statistically significant: Now what? Practical Assessment, Research & Evaluation. The interpretation of interaction in contingency tables. On the interpretation of X 2 from contingency tables, and the calculation of P. Berlin Heidelberg: Springer 2011.įisher RA. Thousand Oaks: Sage 2007.Īgresti A, Kateri M. Statistical analysis quick reference guidebook: with SPSS examples. New York: Butterworth-Heinemann 2014.Įlliott AC, Woodward WA. Statistical methods in laboratory medicine. In this chapter, we explain the concept of hypothesis testing and introduce the most common statistical tests used in hypothesis testing of categorical data. The summary data presented in cross-tabulated form then can be used for many statistical tests most of which follow a distribution called chi-squared distribution. If the variables are categorical (i.e., they can only assume finite discrete values), a common approach to hypothesis testing is to employ cross tabulation.Ĭross tabulation is the summarization of categorical data into a table with each cell in the table containing the frequency (either raw or proportional) of the observations that fit the categories represented by that cell. ![]() ![]() In statistics, the process of testing the association between events is called hypothesis testing. For example, in pathology we commonly face the question of association of a test result with a disease status. Often, we have questions about associations of events or variables with each other or their correlation with each other.
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1/18/2024 0 Comments Lara croft tomb raider game voice![]() Two years after Square Enix officially announced the new 'Tomb Raider' game, the company revealed that after scouring the world, Camilla Luddington would be the new voice for Lara. She is represented by Yakety Yak All Mouth Ltd. Yes, Crystal Dynamics rebooted the franchise twice, which necessitated yet another new voice for Lara Croft. Īlso an author, her children's books, The Multi-Coloured Bird and The Lonely Spider are published by Five Dads Ltd. She is the long-standing regular voice for ITV, Discovery Channel, National Geographic Channel, History/ Bio/ Crime & Investigation channels, FX, Virgin Media On Demand, and is the voice for numerous cartoons, commercials, and jingles. īlond appeared in Cold Feet as character Geraldine Hughes as Michelle, Jez's girlfriend, in Peep Show and the television film Cruise of the Gods as PA Romy as well as in West End musicals Only The Lonely ( Patsy Cline) and Elvis, both for Bill Kenwright.īlond has hosted Room Raiders, T99, and Trouble at Breakfast for Trouble TV, Crazy Drivers for Bravo and It's a Mystery for CITV as well as having starred in over 15 high-profile television commercials, including Toffee Crisp Clusters, David Gray's White Ladder album, Pot Noodle, Lambrini, and Celebrity Big Brother idents for Comic Relief.Ī successful voice over artiste, she is the voice of Spooky Sister Amelia on Disney Channel's The Spooky Sisters, Cinderella in Snow White: The Sequel and Audrey Glamour in the 2014 film Moomins on the Riviera. ![]() She was also several character voices in the computer game Black & White. Lara Croft Shelley Blond is the voice of in Tomb Raider, and Megumi Ogata is the Japanese voice. ![]() The New York Times claimed her dulcet tones were "sexier than Kathleen Turner as Jessica Rabbit". Shelley Blond was the first voice- actress for Lara Croft, lending her voice to the Croft character in the classic Tomb Raider game. She is also known for voicing Lara Croft in the Tomb Raider video games, for which she provided the motion capture. Back in January, showrunner Tasha Huo assured fans the series was still coming, saying that "animation takes a long time, y'all, but the wait will be worth it".Shelley Blond (born 25 March 1970) is a British actress. Camilla Anne Luddington 1 is a British actress, best known for her role as Dr Josephine 'Jo' Wilson in the ABC medical drama series Grey's Anatomy. We still don't have a release date, but it the first season is expected to air sometime this year. Netflixs upcoming anime series based on the Tomb Raider franchise has reportedly cast Hayley Atwell (Agent Carter) as the voice actor behind Lara Croft, according to The Hollywood Reporter. Unfortunately, though, the mod does not alter Chloe’s voice. Lara Croft sets out on a quest for the Dagger of Xian, reputed to possess the power of the dragon. The Tomb Raider animation's first series will focus on the events that follow Tomb Raider reboot trilogy's conclusion, after 2018's Shadow of the Tomb Raider, and stars Hayley Atwell (better known as Peggy Carter in numerous Marvel projects) as Lara Croft.Ītwell will be joined by Earl Baylon, reprising his role as Jonah Maiava from the reboot trilogy, and Allen Maldonado (Black-ish, The Last OG) as tech expert Zip. This series started as a Tomb Raider clone, so playing as Lara Croft makes kind of sense. Tomb Raider II: With Judith Gibbins, Massimo Marinoni, Simon Greenall, Nathan McCree. Gatwa's Spotlight profile has been updated to include this role under the casting site's 'further' section.Ī screenshot from Ncuti Gatwa's Spotlight profile. Netflix is yet to air the first episode of its Tomb Raider animation, but it already looks to have renewed the series for a second season.Īdditionally, it appears that Ncuti Gatwa - star of Sex Education and the upcoming Fifteenth Doctor in Doctor Who - will join the cast.įour ways Lara Croft is basically Batman (and one way she isn't) in Shadow of the Tomb Raider.Īs reported by What's on Netflix, Gatwa will voice Eshu, a new character for the franchise. Trinity Video Communications provides state-of-the-art audiovisual and video communications solutions to large corporations and healthcare organizations to transform the way they communicate and collaborate. The city’s future is bright and is changing daily, as more and more people and businesses want to be a part of Nashville’s success. Video walls, Bring-Your-Own-Device (BYOD) videoconferencing, and digital signage are three areas experiencing a significant uptick, as are requests for outfitting small conference rooms, otherwise referred to as “ huddle rooms“, so teams (usually 3-5 employees) have a dedicated space to meet and discuss their project or task. Nashville is truly in the midst of an economic boom and the corporations expanding here are clamoring for the latest Audio/Visual technologies to keep their employees connected and efficiently sharing information. Furthermore, young professionals are attracted to a place where they can live, work, and play-all within walking distance. Jobs are plentiful in many industries including construction, healthcare, hospitality, and technology. Other than being pretty cool, what does the Crane Watch indicate in terms of business? Well, it shows that venture capitalists want to invest in Nashville businesses are moving their headquarters or offices here and people desire to call the Greater Nashville area their home. ![]() As of April 25, 2017, there are currently 212 construction projects shown in Davidson County-with about 50% under construction and 50% in the proposal phase. ![]() From here, you can click on any point on the map and an image/rendering of the project is displayed, along with a description and cost. The map is segmented into seven sections that allows users to research specific types of developments, such as offices, hotels, and others. Activity is so noticeable that the Nashville Business Journal has launched a site called ‘Crane Watch: The Big Map of Projects,’ so residents and visitors can view the progress of the many new buildings popping up in the Music City. Nashville, Tennessee’s building growth continues to be explosive with no signs of slowing down. 1/18/2024 0 Comments Starship titanicfiles![]() ![]() In order to achieve Adams's goal of being able to converse with characters in the game, his company developed a language processor to interpret player's input and give an appropriate response and recorded over 16 hours of character dialogue. Written and designed by The Hitchhiker's Guide to the Galaxy creator Douglas Adams, Starship Titanic began development in 1996 and took two years to develop. The game features a text parser similar to those of text adventure games with which the player can talk with characters. The gameplay involves solving puzzles and speaking with the bots inside the ship. The game takes place on the eponymous starship, which the player is tasked with repairing by locating the missing parts of its control system. It was released in April 1998 for Microsoft Windows and in March 1999 for Apple Macintosh. Musk suggested last week that SpaceX could have planned upgrades to the launch site ready for installation before the next launch attempt in one to two months.Starship Titanic is an adventure game developed by The Digital Village and published by Simon & Schuster Interactive. Reopening the SpaceX facility to a full-scale environmental review would set back Starship development, complicating Nasa’s Artemis timeline, as well as the anticipated use of the spacecraft for Pentagon and commercial missions. Margolis said the launch mishap proved the original environmental analysis was inadequate. ![]() Pulverized material fell over tidal flats in the area and on Port Isabel, a town near the state’s far south-eastern tip, said agency spokesperson Aubry Buzek.Īn environmental assessment that the agency approved last year for the recently expanded Starbase facility envisions blastoff debris remaining within a 700-acre (approximately 1 sq mile or 283 hectares) zone around the launchpad.Ĭoncrete chunks and metal shrapnel flung thousands of feet from the launchpad would likely have landed in critical habitat for the piping plover, a shorebird on the endangered species list, Margolis said.īefore the FAA granted the license, environmentalists had pressed for a more extensive environmental impact study. On the ground, the force of roughly 30 rocket engines firing at full power pummeled the launchpad at liftoff, carving a crater several feet deep into the ground.Ī resulting plume of concrete dust drifted as far as 6.5 miles (10.5km) to the north-west, according to the Fish and Wildlife Service. The Federal Aviation Administration (FAA) last week said it had opened a “mishap” investigation, as required by law, effectively grounding the rocket ship until SpaceX determines a root cause for any failures and takes corrective action. Photograph: Patrick T Fallon/AFP/Getty ImagesĮlon Musk, the billionaire founder and CEO of SpaceX, said on Friday that the California-based company now plans to install a water-cooling system and steel foundation for the next launch of the rocket, the most powerful ever built. ![]() The report by the Fish and Wildlife Service, part of the US interior department, was the first account from government regulators on the extent of collateral damage from the launch, apart from the aerial explosion of the Starship itself.Ī piece of concrete blown off the launchpad litters the ground after the SpaceX Starship launch. The company said it was satisfied in getting Starship off the ground in its maiden test flight, the launch a valuable source of data for further development of the spacecraft. The uncrewed test flight was the first for the combined two-stage vehicle.ĭespite the outcome, SpaceX hailed the aborted mission as a qualified success. The 20 April launch was days after the Federal Aviation Administration (FAA) granted SpaceX a license to launch the Starship via its Super Heavy rocket booster. SpaceX did not immediately respond to a request for comment on the Fish and Wildlife Service findings. Nasa is counting on Starship as a major component of its Artemis program, aimed at returning astronauts to the moon in the next few years as a stepping stone to eventual human exploration of Mars. “What happened is not what they anticipated.” “They contemplated debris from these launches, but not part of the launchpad itself being blown out miles away and scattered across the landscape,” said Jared Margolis, a senior attorney for the Center for Biological Diversity. SpaceX Starship rocket blows up minutes after launch – videoĮnvironmentalists seized on the report as evidence that a more in-depth study of potential hazards to public safety and wildlife should be conducted before further Starship launches are conducted at Boca Chica. 1/18/2024 0 Comments Best chatbot wordpressAs we mentioned, several brands are using chatbots to automate their ordering process. Automate certain tasks, such as making a purchase.You could also easily combine this with other functions. ![]() Gather user information to create new leads. Chatbots can be used to collect email addresses and enable users to sign up for more information.This enables you to deliver information for the most common questions in a playful, engaging way that feels natural and personal to your users. Provide customer support. Perhaps the most common use case is providing help to customer queries.Here are some of the ways you can use a chatbot: As mentioned, WordPress chatbots can be set to perform many automated tasks, which can not just help free up your time, but improve your users’ experience in the process. We’ve already covered some possible uses for live chat on your website, but let’s dig a little deeper. How a WordPress Chatbot Can Help Improve Your Site Since they can also use machine learning to improve their responses, they also have a massive – and largely untapped – potential. On the whole, chatbots are becoming more popular, mainly because they can be used to automate many time-consuming tasks, and enable you to focus your time and effort elsewhere. With a chatbot, they can simply enter their question and receive immediate help. It also lets them interact with your site without being forced to rummage through support pages for the right answer. This is particularly helpful if their question is common. First and foremost, they enable users to get support and information immediately, without needing to wait for a real human to become available. There are numerous benefits to using a WordPress chatbot. For example, Pizza Hut has a live chat on its website you can speak to when you want to order pizza, and Endurance is a chatbot that serves as a companion for patients with Alzheimer’s disease. They’re great for providing automated customer support, but many brands are getting more creative with their bots. WordPress chatbots are programmed to perform certain tasks based on how users interact with them. Chatbots can be implemented into an existing messaging system, such as Facebook Messenger or Skype, but it can also be used directly on a site. ![]() ![]() ![]() You may have seen these in action yourself, or even conversed with a few. Let’s go! An Introduction to WordPress ChatbotsĪ WordPress chatbot is, as the name suggests, an automated livechat website system using Artificial Intelligence (AI) to respond to queries. We’ll also introduce a few recommended chatbot WordPress solutions for implementing them on your site. In this article, we’ll take a look at WordPress chatbots (live chat on your website), discuss how they work, and show you how they can improve your site. Best of all, it doesn’t require the same level of human interaction on your side, freeing your time and resources for other tasks. A WordPress chatbot would enable you to connect with your users via an automated chat system, which provides them with information and help in a casual, friendly manner. This is where a live chat for your website could be a huge help. To free up your time, while still providing customer support and information in an organic way, you might consider using an automated solution such as WordPress chatbots. Customer queries will often take up significant resources, and you’ll usually see the same questions asked constantly. Running a website requires plenty of your time and attention. 1/17/2024 0 Comments Album or cover alan walker spectre![]() The single also received official remixes from Tiësto, Dash Berlin, and Hardwell. It has over 1.7 billion plays on Spotify, and is also one of the Top 10 Most Shazamed tracks of 2016. The music video on YouTube has over 3.4 billion views and 26 million likes, placing it among the most-liked videos on the platform. The single topped the year-end charts in Austria, Germany, Switzerland and Sweden, iTunes charts in 33 countries, as well as entering top 10 in Spotify Global Chart. ![]() ![]() It was released on 8 December 2015 and featured uncredited Naustdal pop singer, Iselin Solheim. Walker signed with MER Musikk under Sony Music Sweden and released his next single, " Faded", a remastered vocal version of "Fade". Walker continued his music career and released Spectre and Force on NCS in 2015, both of which were hits. The track has over 400 million views on YouTube, 115 million plays on Spotify, and 41 million streams on SoundCloud. Walker stated that the creation of the track was inspired by K-391 and Ahrix, whose tracks were also picked up by the record label. The track gained attention after its re-release via the record label NoCopyrightSounds on 19 November 2014, it was quickest to reach 1 million views on NoCopyrightSounds. Walker had previously released hands-up music, but released his first house song, "Dennis 2014", in 2014.Īfter "Dennis 2014" was released, he released "Fade" on on 17 August 2014. Starting as a bedroom producer, he was better known as DJ Walkzz before signing a record deal and releasing his debut single in 2014. In July of 2012, with the help and feedback from his fans online, he began pursuing his music production career and slowly began posting his music to YouTube and SoundCloud. ![]() He started producing his music on his laptop using FL Studio. He was inspired by EDM producers K-391 and Ahrix, and by film composers like Hans Zimmer and Steve Jablonsky. In 2012, Walker was listening to a song by Italian DJ David Whistle (also known as DJ Ness) and reached out to him to find out how he produced his music. Career 2012–2015: Career beginnings and breakthrough Walker had no musical background but was able to teach himself by watching YouTube tutorials based on musical production. He grew up with two siblings and at the age of two, he and his family moved to Bergen. As a result, by his international parental inheritance, he was granted dual citizenship from both the United Kingdom and Norway. He also has the most views of any Norwegian creator, with approximately 13.2 billion views as of 1 October 2023.Īlan Olav Walker was born on 24 August 1997 in Northampton, England, to Anglo-Scottish British Philip Alan Walker, and his Norwegian wife Hilde Omdal Walker. As of July 2023, his channel is still the most subscribed channel in Norway, and has 44.6 million subscribers as of 19 November 2023. In early 2017, Walker's channel emerged as the most subscribed YouTube channel registered in Norway, with six million subscribers. Three of his songs-" Faded", " Alone" (2016) and " The Spectre" (2017)-have garnered over a billion views on YouTube. II" featuring Ava Max (2019), all of which attracted hundreds of millions of views on YouTube. He has also released several known songs including " Force" (2015), " Sing Me to Sleep" (2016), " All Falls Down" featuring Noah Cyrus and Digital Farm Animals (2017), " Darkside" (2018), " Diamond Heart" (2018), " On My Way" featuring Sabrina Carpenter and Farruko (2019), and " Alone, Pt. Alan Olav Walker (born 24 August 1997) is a Norwegian DJ and music producer, primarily known for his single " Faded" (2015), which was certified platinum in 14 countries. 1/17/2024 0 Comments Aim prior authTraffic advisories will be provided to all aircraft as the controller's work situation permits. The pilot retains this responsibility when receiving ATC radar advisories. It is the responsibility of the pilot to ensure that ATC clearance or radio communication requirements are met prior to entry into Class B, Class C, or Class D airspace. Standard IFR separation is provided to all aircraft operating under IFR in controlled airspace. IFR operations in any class of controlled airspace requires that a pilot must file an IFR flight plan and receive an appropriate ATC clearance. A generic term that covers the different classification of airspace (Class A, Class B, Class C, Class D, and Class E airspace) and defined dimensions within which air traffic control service is provided to IFR flights and to VFR flights in accordance with the airspace classification. FAA Form 7233−4 International Flight Plan UAS Pilot Testing, Certification and Responsibilities.Aeronautical Charts and Related Publications.Bird Hazards and Flight Over National Refuges, Parks, and Forests.Cold Temperature Barometric Altimeter Errors, Setting Procedures and Cold Temperature Airports (CTA). ![]() Barometric Altimeter Errors and Setting Procedures.Aircraft Rescue and Fire Fighting Communications.National Security and Interception Procedures.Pilot/Controller Roles and Responsibilities.Operational Policy/Procedures for the Gulf of Mexico 50 NM Lateral Separation Initiative.Operational Policy/Procedures for Reduced Vertical Separation Minimum (RVSM) in the Domestic U.S., Alaska, Offshore Airspace and the San Juan FIR. ![]() ![]()
1/17/2024 0 Comments Stack developer net![]() If you’re based outside of the US, here’s a simple currency converter that you might find helpful. Note: To keep things consistent, this article will show all figures in US dollars. Here are the average salaries by job title according to Glassdoor: Once you can prove that you’re an experienced industry professional both inside your company and in the community, a senior full-stack developer salary should be within your grasp. Once you get your first junior web developer job, you should be constantly looking to expand your skillset, whether that’s learning new languages or new frameworks. To get a look at the earning potential of other types of web developer roles, we’ve already crunched the numbers in our comprehensive web developer salary guide. In the US, the starting salary for a senior full-stack developer can be $30,000-60,000 more than for juniors, which are pretty high to begin with.Īny senior developer will tell you that this is just reward for all of the hard work that goes into it. In terms of the different remunerations you can expect within the full-stack developer role, the amount of experience you have can really help decide your pay packet. Right now, it’s safe to say full-stack developers are sitting pretty in the job market. Of those, being able to create and maintain a system from start to finish, frontend to backend, is seriously valued. The average across all occupations is a mere 3%. In the US, the Bureau of Labor Statistics predicts an impressive 16% growth in the job outlook for web developers between 20, and an equally impressive 25% for software developers. What is the full-stack developer job market like? How to negotiate your full-stack developer salaryġ.Full-stack developer salaries by industry.Full-stack developer salaries by programming language.Full-stack developer salaries around the world.What is the full-stack developer job market like?.Finally, we’ll share some tips on salary negotiation, so that you walk away from the table satisfied. Next, we’ll break the average full-stack developer salary down by coding language and by industry. In this article, we’ll take a look at the current hiring landscape for full-stack web developers, then assess wages across the globe. And with that popularity, you can expect a rewarding salary. With over 7,000 open positions for this role in the US alone, it’s safe to say that you’ll be popular. But how do you know how much to ask for?īecause of their broad knowledge and flexibility, full-stack developers are heavily in demand across the tech industry. You’ve dipped your toe in the job market, prepared for any tricky interview questions, and are nearing the final hurdle-the salary negotiation. So you’ve gone and learned not just how the frontend works but also the backend, and you’re now a skilled full-stack developer-nice work! 1/17/2024 0 Comments Moca scoring on clock hands![]() If you remember, Trump bet Wallace that he “couldn’t even answer the last five questions” of the test. This is where things get a little concerning. Like the clock, this took me slightly longer than I would have liked – but nowhere does it say this is a timed test. The final part, which Chris Wallace mentioned, asks you to count back from 100 in multiples of seven (100, 93, 86). Repeat after me – and do some mathsīoth of these sections are very simple, and involve repeating a series of numbers forwards and backwards, and remembering a string of five random words. ![]() This has led some of Trump’s critics to baselessly claim that he can’t tell the difference between the two. ![]() As mentioned, there are a few versions of the test with very minor differences – for example, the test Fox News showed during the interview had an elephant on it ( you can see it here), but the latest test has a rhino instead. There are three drawings – a lion, rhino and camel. If you’re lucky enough to not have any cognitive impairment, this part is also easy. But I figured it out in the end, and that’s all that matters. So yes, it took me a second to remember that the minutes are all multiples of five – for 10 past the big hand points to two. Call it what you will – millennial-itis, lockdown brain – but this was actually a slight challenge as I can’t remember the last time I looked at a clock that wasn’t on my phone or laptop. Then you have to draw a cube, and a clock at 10 past 11. The first few questions are indeed “easy” – although it goes without saying that anyone experiencing cognitive problems is supposed to find it hard, and the point of the test is to help diagnose their condition.įirst, you have to draw a line between numbers and their equivalent letters (1 to A, A to 2, 2 to B and so on). But when it comes to the last five questions, his claim that they’re “very hard” is unsettling (although not surprising) in what it reveals about his relationship with reality.īut before we dive into that, here’s what the test involves: Drawing a clock and a cube Trump is right about the start of the test being easy. We can’t tell for sure which version Trump took, but as he said he did it recently, I’ve taken the latest MoCA test from their website. There are a few different versions of the test with small variations (such as the words to remember or animals to name), but the questions are generally the same. The test is supposed to help physicians detect early signs of Alzheimer’s.” Talking to MarketWatch on Monday, Nasreddine stressed that the test “is supposed to be easy for someone who has no cognitive impairment”, saying that “this is not an IQ test or the level of how a person is extremely skilled or not. The test is called the Montreal Cognitive Assessment (MoCA), and was created by the neurologist Dr Ziad Nasreddine in 1996. So what is the test and are the last five questions, as Trump claims, really so difficult? I’ll bet you couldn’t, they get very hard, the last five questions.” He added: “I guarantee you that Joe Biden could not answer those questions.” “But I’ll bet you couldn’t even answer the last five questions. “Yes, the first few questions are easy,” he conceded. doi:10.This, according to Trump, was “misrepresentation”. The utility of the clock drawing test in detection of delirium in elderly hospitalised patients. Dan Med J. 2012 Jan 59(1):A4365.Īdamis D, Meagher D, O'Neill D, McCarthy G. Simple scoring of the clock-drawing test for dementia screening. Korner EZ, Lauritzen L, Nilsson FM, Lolk A, Christensen P. T he clock drawing task: common errors and functional neuroanatomy. Specific algorithm method of scoring the clock drawing test applied in cognitively normal elderly. Mendes-Santos LC, Mograbi D, Spenciere B, Charchat-Fichman H. The clock drawing test versus mini-mental status examination as a screening tool for dementia: a clinical comparison. ![]() Palsetia D, Rao GP, Tiwari SC, Lodha P, De Sousa A. In: Memory Loss, Alzheimer's Disease, and Dementia: A Practical Guide for Clinicians (Second Edition). Evaluating the patient with memory loss or dementia. Cognitive assessment toolkit.īudson AE, Solomon PR. 1/17/2024 0 Comments Image search website list![]() Since they're such a recent development, there isn't a huge amount of great AI image creators to choose from. ![]() Even the original DALL♾ was more of a fun novelty than a world-shaking revelation when it launched in 2021. The technology underlying them was incredibly cool and impressive, at least to research scientists, but the images they could output were underwhelming. There's a reason that AI image generators have become incredibly popular over the past 18 months: before that, they were pretty bad. For more details on our process, read the full rundown of how we select apps to feature on the Zapier blog. We're never paid for placement in our articles from any app or for links to any site-we value the trust readers put in us to offer authentic evaluations of the categories and apps we review. We spend dozens of hours researching and testing apps, using each app as it's intended to be used and evaluating it against the criteria we set for the category. It's kind of like looking up at a cloudy sky, finding a cloud that looks kind of like a dog, and then being able to snap your fingers to keep making it more and more dog-like.Īll of our best apps roundups are written by humans who've spent much of their careers using, testing, and writing about software. In essence, they start with a random field of noise and then edit it in a series of steps to match their interpretation of the prompt. The latest generation of AI image generators do that using a process called diffusion. ![]() The next step is to actually render the AI-generated image. Once this is done, you have an AI that can interpret almost any prompt-though there is a skill in setting things up so it can do so accurately. By allowing it to process near-countless images, it learns what dogs, the color red, Vermeers, and everything else are. Billions of image-text pairs are used to train a neural network (basically, a very fancy computer algorithm modeled loosely on the human brain) on what things are. Most AI image generators work in a pretty similar way. Seriously, the only real limits are your imagination, the AI image generator's ability to comprehend your prompt, and any content filters put in place to stop bad actors flooding the internet with AI-generated violence or other NSFW content. I made this with DALL♾ 2 using the prompt "an impressionist oil painting of a Canadian man riding a moose through a forest of maple trees" This opens up some wild possibilities, since your prompt can be anything from "an impressionist oil painting of a Canadian man riding a moose through a forest of maple trees" to "a painting in the style of Vermeer of a large fluffy Irish wolfhound enjoying a pint of beer in a traditional pub" or "a photograph of a donkey on the moon." Generative AI by Getty Images for usable, commercially safe imagesĪll these AI image generators take a text prompt and then turn it-as best they can-into a matching image. The best AI image generatorsĭALL♾ 3 for an easy-to-use AI image generatorĭreamStudio (Stable Diffusion) for customization and control of your AI imagesįirefly (Photoshop) for integrating AI-generated images into photos It's worth taking a few hours to play around with one of these text-to-image AI apps-even just so you can appreciate them from a technical perspective. Instead, I'll focus on the fact that these AI image generators can now produce fascinating results from written prompts. I'm going to try to avoid the thorny discussions around artistic merit, whether or not these tools are replacing or augmenting artists, and copyright infringement in training data, at least where I can. That's about as long as anyone realistically has been thinking about these tools, and it's really exciting for me to see how far they've come. I've been writing about AI image generators since Google Deep Dream in 2015. |
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