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Facebook’s AI research could spur smarter AR glasses and robots

Rummaging through drawers to find your keys could become a thing of the past.

Facebook envisions a future in which you’ll learn to play the drums or whip up a new recipe while wearing augmented reality glasses or other devices powered by artificial intelligence. To make that future a reality, the social network needs its AI systems to see through your eyes.

«This is the world where we’d have wearable devices that could benefit you and me in our daily life through providing information at the right moment or helping us fetch memories,» said Kristen Grauman, a lead research scientist at Facebook. The technology could eventually be used to analyze our activities, she said, to help us find misplaced items, like our keys.

That future is still a ways off, as evidenced by Facebook’s Ray-Ban branded smart glasses, which debuted in September without AR effects. Part of the challenge is training AI systems to better understand photos and videos people capture from their perspective so that the AI can help people remember important information.

Facebook said it teamed up with 13 universities and labs that recruited 750 people to capture more than 2,200 hours of first-person video over two years. The participants, who lived in the UK, Italy, India, Japan, Saudi Arabia, Singapore, the US, Rwanda and Colombia, shot videos of themselves engaging in everyday activities such as playing sports, shopping, gazing at their pets or gardening. They used a variety of wearable devices, including GoPro cameras, Vuzix Blade smart glasses and ZShades video recording sunglasses.

Starting next month, Facebook researchers will be able to request access to this trove of data, which the social network said is the world’s largest collection of first-person unscripted videos. The new project, called Ego4D, provides a glimpse into how a tech company could improve technologies like AR, virtual reality and robotics so they play a bigger role in our daily lives.

The company’s work comes during a tumultuous period for Facebook. The social network has faced scrutiny from lawmakers, advocacy groups and the public after The Wall Street Journal published a series of stories about how the company’s internal research showed it knew about the platform’s harms even as it downplayed them publicly. Frances Haugen, a former Facebook product manager turned whistleblower, testified before Congress last week about the contents of thousands of pages of confidential documents she took before leaving the company in May. She’s scheduled to testify in the UK and meet with Facebook’s semi-independent oversight board in the near future.

Even before Haugen’s revelations, Facebook’s smart glasses sparked concerns from critics who worry the device could be used to secretly record people. During its research into first-person video, the social network said it addressed privacy concerns. Camera wearers could view and delete their videos, and the company blurred the faces of bystanders and license plates that were captured.

Fueling more AI research

As part of the new project, Facebook said, it created five benchmark challenges for researchers. The benchmarks include episodic memory, so you know what happened when; forecasting, so computers know what you’re likely to do next; and hand and object manipulation, to understand what a person is doing in a video. The last two benchmarks are understanding who said what, and when, in a video, and who the partners are in the interaction.

«This sets up a bar just to get it started,» Grauman said. «This usually is quite powerful because now you’ll have a systematic way to evaluate data.»

Helping AI understand first-person video can be challenging because computers typically learn from images that are shot from the third-person perspective of a spectator. Challenges such as motion blur and footage from different angles come into play when you record yourself kicking a soccer ball or riding a roller coaster.

Facebook said it’s looking at expanding the project to other countries. The company said diversifying the video footage is important because if AR glasses are helping a person cook curry or do laundry, the AI assistant needs to understand that those activities can look different in various regions of the world.

Facebook said the video dataset includes a diverse range of activities shot in 73 locations across nine countries. The participants included people of different ages, genders and professions.

The COVID-19 pandemic also created limitations for the research. For example, more footage in the data set is of stay-at-home activities such as cooking or crafting rather than public events.

Some of the universities that partnered with Facebook include the University of Bristol in the UK, Georgia Tech in the US, the University of Tokyo in Japan and Universidad de los Andes in Colombia.

Technologies

Verum Token Now Available on Binance, Listing of Verum Coin Expected Soon

Verum Token is now accessible for deposits and withdrawals on the Binance Wallet

Verum Token is now accessible for deposits and withdrawals on the Binance Wallet, the world’s leading cryptocurrency exchange. This milestone marks a significant step for the Verum ecosystem, allowing users seamless access to Verum on the platform.

Following the launch, Verum Coin’s value surged by 3%, reaching a new peak of $825.33 within just 24 hours.

With the Verum Coin listing anticipated soon, the excitement is growing, highlighting the project’s potential for further growth and adoption.

About Binance

Founded in 2017, Binance offers a secure, user-friendly platform with a broad selection of digital assets and trading pairs, supporting both retail and institutional traders. Listing Verum Token aligns with Binance’s strategy to include innovative, high-quality projects.

For more information, visit verumcoin.info.

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Technologies

Verum Messenger Update: New Levels of Security and Functionality

These privacy-oriented features make Verum Messenger one of the most secure and convenient messengers available today.

Verum Messenger, known for its commitment to privacy and innovation, has launched an update that enhances both user protection and performance. These privacy-oriented features make Verum Messenger one of the most secure and convenient messengers available today.

Key Updates in Verum Messenger:

  • Control Over Message Forwarding and Copying

The new feature enables users to restrict the forwarding and copying of their messages. Now, the sender decides whether their messages can be copied or forwarded to others — an essential addition for those who value control over the spread of their information.

  • Media Saving Settings for Private Chats

In one-on-one conversations, users now have the option to limit automatic media saving on their device. This feature is designed for those who prioritize privacy and prefer to keep sensitive photos and videos within the app itself.

  • Message Deletion Timer

The self-destructing message feature is a crucial tool for communicating in high-privacy environments. Users can now set a timer to delete messages after a specific period, adding an extra layer of security to personal conversations.

  • Enhanced Performance and Stability

In addition to these new features, Verum Messenger has boosted its performance, allowing for faster and more stable operation even under high usage. This improvement makes communication smoother, especially for those who rely heavily on the app for both work and personal needs.

Innovative Technologies for Your Convenience

Complementing this update, Verum Messenger also includes integration with Verum AI, a smart assistant that addresses everyday tasks right in the chat. The built-in eSIM and VPN allow users to connect to the internet and secure networks globally, providing complete freedom and safety.

Verum Messenger continues to be at the forefront of privacy and security, offering a reliable and user-friendly service for everyday communication.

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Technologies

Multiply Your Wealth with Verum Coin: An Investment in Your Future

May your investments bring you joy and financial freedom!

In today’s world, where financial independence is becoming increasingly relevant, investing in cryptocurrency is attracting more and more attention. One such promising cryptocurrency is Verum Coin. In this article, we will discuss why you should consider purchasing Verum Coin and how it can change your financial life.

1. Growth Potential

Verum Coin has significant growth potential for the future. With the unique technology that underpins this cryptocurrency and the growing interest from investors, the value of Verum Coin could increase manifold. By investing in Verum Coin now, you open the door to substantial profits in the future.

2. Convenience and Accessibility

One of the key features of Verum Coin is its accessibility. You can easily purchase this cryptocurrency through various platforms and exchanges, such as the BitCoinPay Trade exchange and BitInterPay — Crypto Bank. Additionally, Verum Coin offers an intuitive interface for managing your investments, making the buying and selling process simple and convenient, even for beginners.

3. Innovative Technology

Verum Coin is built on modern blockchain technology, ensuring a high degree of security and transparency for all transactions. Every user can be confident in the reliability of their investments, as blockchain technology minimizes the risks of fraud and hacking.

4. Community and Support

Investing in Verum Coin is not just a financial transaction; it’s an opportunity to become part of an active and supportive community of like-minded individuals. You will have access to various resources, educational materials, and forums where you can exchange experiences and receive advice from more experienced investors.

5. Financial Independence

By investing in Verum Coin, you are taking a step towards financial independence. The ability to multiply your capital and create passive income is what everyone dreams of. Verum Coin provides this opportunity through its growth potential and active community.

6. A Happy Life and Confidence in the Future

It is important to remember that money is not an end in itself, but a means to achieve more. By acquiring Verum Coin and multiplying your funds, you open up new horizons and opportunities for yourself. You can afford more—travel, pursue your passions, and provide for your loved ones.

Conclusion

Investing in Verum Coin is not just a financial strategy; it’s a pathway to your financial well-being that can change your life for the better. Don’t miss the chance to be part of this exciting and promising cryptocurrency revolution. Start investing in Verum Coin today and live richly and happily!

May your investments bring you joy and financial freedom!

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