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As humans, we perceive the three-dimensional structure of the world around us with apparent ease. Think of how vivid the three-dimensional percept is when you look at a vase of flowers sitting on the table next to you. You can tell the shape and translucency of each petal through the subtle patterns of light and shading that play across its surface and effortlessly segment each flower from the background of the scene (Figure 1.1). Looking at a framed group por- trait, you can easily count (and name) all of the people in the picture and even guess at their emotions from their facial appearance. Perceptual psychologists have spent decades trying to understand how the visual system works and, even though they can devise optical illusions1 to tease apart some of its principles (Figure 1.3), a complete solution to this puzzle remains elusive (Marr 1982; Palmer 1999; Livingstone 2008).
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When it comes to electrical power distribution over transmission or distribution wires, a lack of vegetation management around the powerlines can lead to high maintenance costs. Vegetation management is crucial, as uncontrolled vegetation encroachments can lead to forest fires, power outages during a storm, and so on. Identifying these maintenance spots that will need trimming or vegetation management takes time. Often, you will need to conduct a manual survey, or one partially assisted by remote sensing data. Companies must spend time, money, and resources on vegetation encroachment management.
Regie.ai, a startup using OpenAI's GPT-3 text-generating system to create sales and marketing content for brands, today announced that it raised $10 million in Series A funding led by Scale Venture Partners with participation from Foundation Capital, South Park Commons, Day One Ventures and prominent angel investors. The fresh investment comes as VCs see a growing opportunity in AI-powered, copy-generating adtech companies, whose tech promise to save time while potentially increasing personalization. Previously a software engineer at Google and Meta, Sridhar is a data scientist by trade, having developed enterprise-scale AI systems that detect duplicate images and rank search results. Millen formerly was a VP at T-Mobile, leading the national sales teams (e.g., strategic accounts and public sector). With Regie, Sridhar says he and Millen aimed to create a way for companies to communicate with their customers via channels like email, social media, text, podcasts, online advertising and more.
This article was published as a part of the Data Science Blogathon. In a typical software development process, the deployment comes at the end of the software development life cycle. First, you build software, test it for possible faults, and finally deploy it for the end user's accessibility. The same can be applied to machine learning as well. In a previous article, I described how we could build a model, wrap it with a Rest API, containerize it, and finally deploy it on cloud services.
Originally published on Towards AI the World's Leading AI and Technology News and Media Company. If you are building an AI-related product or service, we invite you to consider becoming an AI sponsor. At Towards AI, we help scale AI and technology startups. Let us help you unleash your technology to the masses. This week, my attention was on Emad and the amazing work he and his team (Stability.ai)
The lines between physical and virtual reality are getting set for an overhaul as the Metaverse continues its gradual entry into our everyday lives. Whilst the Metaverse is still only in its infancy, leading developers in the space have already made it possible for users to work, learn, socialise, play and do business in this exciting, albeit slightly mystifying, new digital world. Whether or not you have plans to blend your business activities with NFTs and/or the Metaverse, there is value in awareness of the threats and opportunities facing brand promotion and protection that arrive with the evolving digital arena. You may have heard when Nike Inc recently applied to register a number of trade marks globally, which included claims in class 9 for "downloadable virtual goods", and in class 35 for "retail store services featuring virtual goods". Since then, Nike Inc has become far less lonely in their exploration of NFTs (non-fungible tokens) and the opportunities that exist in the Metaverse, with many other well-known companies having shown interest in joining the evolving digital arena.
The content marketing industry is witnessing a paradigm shift. The search for the keyword "AI copywriting" is trending upward globally. On Google Trends, between December 2021 and now (August 2022), the search term has maintained an upward trend. Also trending alongside it are more specific keywords, such as Jasper AI (an AI copywriting tool), best AI copywriting tools, and free copywriting generator. According to Ubersuggest, a keyword research tool, it is estimated that the word AI writing is searched 4,400 times each month in the United States alone.
Google has created a browser'Easter Egg' of a spacecraft crashing into the web browser when a user searches'NASA Dart', to celebrate the success of the planetary defence test. The graphic shows a probe shooting across the DART-related search results, before it collides and disappears in a cloud of dust, leaving the page askew. The demonstration is triggered by the search terms'NASA DART', 'DART', 'DART probe' or'double asteroid redirection test', the full name of the mission. NASA tweeted about the Easter Egg earlier today, telling followers: 'Your Google search could reveal something smashing! Search for "NASA DART" on to see a demonstration of browser, uh, planetary defense.'