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Archivo del Autor: Belen De Leon

Discover Deep Learning with Nvidia’s Robotics Workshop on April 17 at UC Berkeley

Nvidia is partnering with TechCrunch Sessions: Robotics + AI to host a pre-conference workshop at UC Berkeley on April 17 titled Deep Learning for Robotics.

In this eight-hour, instructor-led workshop you’ll get an overview of the Robot Operating System(ROS) and its associated architecture, followed by hands-on simulation and coding experience using a live GPU-accelerated environment. At the end of completing your assessment, you’ll get an Nvidia Deep Learning Institute certificate. Learn more about the workshop here.

Learning Objectives

  • Learn the general ROS paradigm of messages passing between nodes
  • Learn to work with the robotic development workflow by taking a hands-on approach to simulation, development and deployment using a Gazebo simulator
  • Learn to integrate an object detection inference model, trained with DIGITS, into a ROS network to build autonomous behavior for a Jetson-based robot

Why Deep Learning Institute Hands-on Training?

  • Learn how to build deep learning and accelerated computing applications across a wide range of industry segments, such as autonomous vehicles, digital content creation, finance, game development, healthcare and more
  • Benefit from guided hands-on experience using the widely used, industry-standard software, tools and frameworks
  • Gain real-world expertise through content designed in collaboration with industry leaders such as the Children’s Hospital Los Angeles, Mayo Clinic and PwC
  • Earn a DLI certificate to demonstrate your subject matter competency and support professional career growth
  • Access content anywhere, anytime with a fully configured, GPU-accelerated workstation in the cloud

Prerequisites:
Experience with deep neural networks (specifically variations of CNNs) and intermediate-level experience Python. Knowledge of Linux and C++ is helpful but not required.

Tickets are on sale now for $299 (normally $500) for this immersive workshop. Seating is limited, book your ticket today before we sell out.


What: Nvidia Deep Learning for Robotics Workshop
When: April 17, 2019
Duration: 8 hours, 10:00am – 6:00pm
Where: UC Berkeley, CA
Type: In-person, instructor-led workshop
Cost: $299
Tools, Libraries, Frameworks: ROS, GAZEBO simulator, NVIDIA DIGITS


Source: TechCrunch

Clearbanc plans to disrupt venture capital with ‘The 20-Min Term Sheet’

Raising venture capital isn’t easy; for some, it’s impossible.

Clearbanc offers startups a fundraising alternative — despite itself being well-capitalized by VCs — and is today launching a new campaign to back 2,000 businesses with $1 billion in non-dilutive capital by the end of 2019.

“Everyone is watching this flurry of tech IPOs this year, but no one is talking about how little of these companies the founders actually own,” Clearbanc co-founder and president Michele Romanow told TechCrunch. “Our vision is if Clearbanc is successful, there’s a world where founders can own a much greater percentage when they IPO.”

Here’s how Clearbanc’s new campaign ‘The 20-Min Term Sheet’ works: Clearbanc invests $10,000 to $10 million in ecommerce businesses with positive ad spend and positive unit economics after Clearbanc’s algorithm has reviewed the startup’s marketing and revenue data. Clearbanc sends the cash within 48 hours, doesn’t take a board seat or require a personal guarantee and continually invests in the company as it scales, so long as those two key metrics — ad spend and unit economics — remain positive.

Here’s the catch: Until the company has paid back 106 percent of Clearbanc’s investment, Clearbanc takes a percentage of the company’s revenue every month, depending on the size of the investment. If you have a higher margin business, like say a digital fitness app, and you’re willing to divert 20 percent of your monthly revenue, Clearbanc will invest a larger sum right off the bat.

The entire process takes 20 minutes, hence the name, a whole lot faster than the time it takes a typical VC to close a deal. But a VC may spend months researching a category and debating the potential of an investment. Clearbanc is cutting that process out entirely, relying on just two metrics and an algorithm.

Romanow, who made a name for herself as an angel investor on the Canadian version of Shark Tank, the Dragons’ Den, tells TechCrunch she and co-founder and chief executive officer Andrew D’Souza recognize the risk associated with this kind of rapid investing but having backed 500 companies with $150 million last year, they feel like they’ve accumulated enough data points to prove their strategy.

Romanow and D’Souza insist some 40 percent of VC dollars end up going to Facebook and Google for digital ad campaigns. Though TechCrunch couldn’t independently verify this claim, its widely known that those platforms soak up a lot of capital from startups, especially ecommerce businesses, like direct-to-consumer retailers for example, which rely almost entirely on digital marketing to attract customers.

Using Clearbanc, a company could, in theory, raise a $5 million round from VCs to scale its business and another $5 million from Clearbanc for ad spend. This strategy saves said business valuable equity.

“We are essentially a non-dilutive co-investor,” Romanow said. “VC takes time, it’s a lot of no’s, you’re really giving up equity that you can never get back. A lot of founders in the early days don’t calculate what their equity could be worth. Like the first $250,000 in Uber is worth $1 billion now.”

Clearbanc, founded in 2015, has itself turned to venture capitalists to fund its rapid scale. Its own funding model doesn’t work on a company in the financial category, given that the metrics of success are entirely different.

In November 2018, Clearbanc secured a $70 million round in seed and Series A funding from Emergence Capital, Chamath Palihapitiya of Social Capital, CoVenture, Founders Fund, 8VC and others. Just one month later, Clearbanc announced a $50 million fund backed by Seamless co-founder Jason Finger’s new firm, Upper90, to begin providing startups with ad money.

“We’ve just figured out how to scale up really quickly,” Romanow said.

The $1 billion it’s currently touting isn’t readily available. Romanow explains they’ve raised “enough to deploy $1 billion this year” but was careful to clarify they haven’t raised the full amount and don’t need to. Clearbanc is constantly raking in new cash from its revenue share agreements and is able to recycle and redeploy capital quickly. That, coupled with the several hundred million raised from limited partners including Upper90, other founders, family offices and university endowments that have not been made public, puts them in a position to invest 10 figures this year.

Clearbanc is amongst a new class of capital-as-a-service businesses catering to startups that have either been rejected by VCs or turned their back on the equity-driven funding model. BlueVine, for example, offers startups $5,000 to $5 million credit lines. Lighter Capital invests $50,000 to $5 million in non-dilutive capital to SaaS businesses. And Corl, another alternative funder, similarly backs businesses using the revenue share model.

“Venture capital makes sense if you are building a new crazy piece of AI, or creating a new product line and going into a new country,” Romanow said. “When you are doing something that’s repeatable and scalable like ad spend, it doesn’t make sense to give up equity.”


Source: TechCrunch

How to make John Legend sing to you as your new Google Assistant voice – CNET

It’s easy to get famous crooner John Legend to talk to you if you’re using Assistant.
Source: CNET

Lexar debuts 900MBps USB-C 3.1 portable 1TB SSD for $280 – CNET

That’s big and fast for the money.
Source: CNET

Verizon's 5G network goes live in Chicago and Minneapolis – CNET

The 5G Moto Mod is now available.
Source: CNET

NASA, Boeing push back Starliner test flight to ISS – CNET

The International Space Station will have to wait a little longer to welcome Boeing’s Starliner.
Source: CNET

Dell adds OLED display option to Alienware M15 gaming laptop, others to follow

Dell’s Alienware M15 gaming laptop now has the option of a 4K OLED display. It’s the default option for the most expensive version, but an optional extra for anyone else who wants a richer-looking display.

The post Dell adds OLED display option to Alienware M15 gaming laptop, others to follow appeared first on Digital Trends.


Source: Digital trends

Content-Aware Fill makes objects in video disappear with A.I. in After Effects

Content-Aware Fill has come to video. In a list of updates to Adobe After Effects, Premiere Pro, and Audition, Adobe announced several new video and audio tools including new Content-Aware Fill for video.

The post Content-Aware Fill makes objects in video disappear with A.I. in After Effects appeared first on Digital Trends.


Source: Digital trends

Wayve claims ‘world first’ in driving a car autonomously with only its AI and a SatNav

Projects like Google’s Waymo, Uber, Cruise and Aurora are developing autonomous vehicles by throwing engineers at the problem, basing most of their platforms on rule-based systems that try to pre-empt and deal with every edge case, whilst also peppering the cars with more sensors to capture more data. This can work in relatively controlled environments but has the drawback of not being able to flexibly adapt in real-time to fast-changing situations.

Despite all this investment and many years of development, no one has yet been able to launch a commercial autonomous car service. It’s just very hard to hand-engineer. What’s required is not more eyes but better coordination. The simple answer — as it is to almost everything these days — would be to throw AI at the problem, and that’s what many startups, which lack the engineering and hardware muscle of the big players, are trying to do.

We reported on UK start-up Wayve last year when it announced its existence, but they had nothing to show for their claims.

Now they say they do, and the results are not only fascinating but might also be genuinely innovative.

In fact, they are claiming a “world first” in demonstrating that a car working on their machine-learning platform can drive on roads it’s never seen before during training, and without an HD map of its environment. Other systems, like Waymo’s, rely on maps and rules to drive. Theirs, says Wayve, does not.

Additionally, it’s also revealed that it’s been testing its platform on the Jaguar I-PACE SUV, which won the 2019 European Car of the Year. Interestingly, this is also a car which has been used by Waymo in some tests.

Alex Kendall, Co-Founder & CTO tells me: “Our cars learn to drive from data with machine learning. Every time a safety driver intervenes and takes over, the car learns to drive better. We don’t tell the car how to drive, rather it learns to drive from experience, example and feedback, just like a human. This is more safe and scalable than any other approach today.”

Emerging out of research from the University of Cambridge, Wayve has already undertaken extensive testing on public UK roads.

Kendall says: “The traditional approach used by all our competitors relies on HD-maps, expensive sensor suites and hand-coded rules that tell the car how to drive. We have built a system that learns end-to-end with machine learning. It is the first in the world to drive on urban roads it has never been on before. It uses compute/sensors which cost less than 10% of competitors.”

Bold claims. But a video today revealed on their site shows their system driving on public roads in Cambridge, UK, driving on roads it has never been on before using a sat-nav route map and basic cameras.

“We don’t tell the car how to drive with hand-coded rules: everything is learned from data. This allows us to navigate complex, narrow urban European streets for the first time. End-to-end deep learning,” says Kendall.

“Our model learns both lateral and longitudinal control (steering and acceleration) of the vehicle with end-to-end deep learning. We propagate uncertainty throughout the model. This allows us to learn features from the input data which are most relevant for control, making computation very efficient. In fact, everything operates on the equivalent of a modern laptop computer. This massively reduces our sensor & compute cost (and power requirements) to less than 10% of traditional approaches,” he says.

Assuming other independent observers can confirm these claims, it looks like a UK startup just leap-frogged the entire autonomous car space.

For now Wayve is being coy about it’s investors, saying only that Professor Zoubin Ghahramani, Chief Scientist of Uber, is an investor.


Source: TechCrunch

Onfido, which verifies IDs using AI, nabs $50M from SoftBank, Salesforce, Microsoft and more

Security breaches, where malicious hackers obtain snippets of information that then get used to impersonate individuals in order to gain access to individuals’ and businesses’ sensitive financial and other private information, have become par for the course in the world of digital services. More than 2.7 billion records were  breached in a single incident this year in the US, and overall the damage from incidents like these potentially runs into the trillions of dollars globally.

Today, a startup called Onfido, which uses AI techniques combined with human verifiers to efficiently verify people are who they say they are when using digital services — is today announcing $50 million in funding to help address that ongoing — and growing — problem.

The funding comes on the heels of some very strong growth for the startup, which was founded in London but now operates most of its business out of San Francisco. In an interview, founder and CEO Husayn Kassai said that more than half of its customers, and most of its new growth, is coming out of the US.

Onfido uses computer vision and a number of other AI-based technologies to verify against some 4,500 different types of identity documents, using techniques like “facial liveness testing,” to see patterns invisible to the human eye, now has 1,500 businesses as customers, primarily in categories like marketplaces and communities, gaming and financial services, including companies like Remitly, Zipcar and Europcar; and in the last year, it had sales growth of 342 percent. Kassai said that it has to date verified “tens of millions” of IDs.

The money — a Series C2, technically — is coming from a group that includes top strategic tech investors. The round is being co-led by SoftBank Investment (SBI) and Salesforce Ventures, with M12Capital (the new name for Microsoft Ventures), FinVC and other unnamed new and previous investors are also participating. That’s a signal not just of how the biggest companies in that sector today are grappling with this problem, but also what approach they are using to solve it.

For SoftBank, the investment is separate from the Vision fund, founder and CEO Husayn Kassai noted, but it’s notable that a lot of the businesses that have been backed out of that fund — companies like Didi, Uber, Oyo, Lemonade, and others — fundamentally rely on people trusting that they are handling personal details securely while also carefully vetting suppliers on the platform (meaning, they need and use services like Onfido’s).

Meanwhile, both Microsoft and Salesforce have extensive enterprise businesses that could see multiple benefits from working with an identity verification provider, not just for their own purposes, but as a service that is sold on to its customers as part of a larger identity management and security offering.

The company is not revealing its valuation but has raised around $100 million to date and Kassai confirmed that it was an upround, with “a lot of happy investors.”

“We have strong metrics, and we have a long way to go in our growth,” he added.

There are a lot of companies today offering services to help offer secure services to authenticate users, for example, to help them log on to their work accounts or to access their online banking services. Onfido’s business focuses on the first step in all of this — customer onboarding — specifically around services geared towards consumers.

The opportunity that has opened up for it has been the result of more than just a rise in breaches. There’s also been a growing realization that a lot of the existing services that had been used for verification are simply not fit for purpose: either they too have been breached — as in the case of some of the bigger credit agencies like Equifax — or are not realistically efficient enough for how many online services run today, such as in the case of in-person verifications. Onfido claims that its system can make a verification in 15 seconds.

“Fraud is rising and not going anywhere,” Kassai said. “And the problem is that there are a dozen other companies that have not done a good enough job to detect it so far.” While no service is perfect — Onfido says that its “risk exposure” is 0.19 percent — he says that the advantage of building its service on top of AI means that the algorithms use every experience to continue honing its accuracy. “What we learn from one client gets applied everywhere,” he notes.

“There has never been a more important time for companies to build trust with their customers by showing they are one step ahead of fraudsters,” said Frank van Veenendaal, the ex-vice chairman of Salesforce, who is joining the board with this round. “I believe Onfido has the unique opportunity to transform the digital identity market and deliver robust and scalable authentication-as-a-service, similar to how Salesforce transformed customer relationship management.”


Source: TechCrunch

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