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Using light to revolutionize artificial intelligence

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An international team of researchers, including Professor Roberto Morandotti of the Institut national de la recherche scientifique (INRS), just introduced a new photonic processor that could revolutionize artificial intelligence, as reported by the  journal Nature.

Artificial neural networks, layers of interconnected artificial neurons, are of great interest for machine learning tasks such as speech recognition and medical diagnosis. Actually, electronic computing hardware are nearing the limit of their capabilities, yet the demand for greater computing power is constantly growing.

Researchers turned themselves to photons instead of electrons to carry information at the speed of light. In fact, not only photons can process information much faster than electrons, but they are the basis of the current Internet, where it is important to avoid the so-called electronic bottleneck (conversion of an optical signal into an electronic signal, and vice versa).

Increased Computing Speed

The proposed optical neural network is capable of recognizing and processing large-scale data and images at ultra-high computing speeds, beyond ten trillion operations per second. Professor Morandotti, an expert in integrated photonics, explains how an optical frequency comb, a light source comprised of many equally spaced frequency modes, was integrated into a computer chip and used as a power-efficient source for optical computing.

This device performs a type of matrix-vector multiplication known as a convolution for image-processing applications. It shows promising results for real-time massive-data machine learning tasks, such as identifying faces in cameras or pathology identification in clinical scanning applications. Their approach is scalable and trainable to much more complex networks for demanding applications such as unmanned vehicles and real-time video recognition, allowing, in a not-so-far future, a full integration with the up-and-coming Internet of Things.

Story Source:

Materials provided by Institut national de la recherche scientifique – INRS. Original written by Audrey-Maude Vézina. Note: Content may be edited for style and length.

Source: https://www.sciencedaily.com/releases/2021/01/210111135851.htm

Artificial Intelligence

AI Offers Powerful Insights into Video Content Production

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AI, language processing, and deep learning are three major technologies that affect streaming services. They are already used to create content and the picture looks beautiful and detailed. If we exploit Artificial Intelligence in live streaming, this would change everything. Modern technology allows us to create automated actions, trigger real-time graphics, analyze audio, monitor social media sentiment and auto-sharing.

AI Leads to New Opportunities for Video Content Development

Some developers saw AI technology as an opportunity and created useful tools that help in video production. Let’s talk about 4 software variants that could be used for video production.

NotMP3

To process multimedia you should have a useful tool that will allow getting them without payment. Nowadays the best content provider is Youtube. That is why we decided to mention NotMP3 software, which uses cutting-edge AI technology. This sort will allow you to fulfill this task for free.

This is free software which is downloadable from the site. This is a simple but very powerful tool that can help you to get audio or video file of any quality you like. You can also get files from Soundcloud and transfer them to various formats.

The main advantage of NotMP3 software is that it is completely free and does not require creating an account. All you have to do is to install and use it.  

Transcriptive AI

The first program that actually uses AI technology is Transcriptive AI. This is a universal tool that is exploited to transcribe footage. It will make that footage searchable. You can use this software to make caption and paper edits.

The creator allows getting a free trial copy but if you want to continue using it, you will have to buy the product. This soft will be useful if you want to find some pieces of audio that have been mentioned in the video. You will also have accurate transcripts spending as little time as possible. The most powerful component is searchability – you can look for clips, sequences, and markers. This machine learning tool works like Google and you just mention the keywords.

Pixop

This is not a tool but a cloud service that exploits intuitive interface and AI technologies for video enhancement. The main advantage of this service is that it is very easy to use. You will not need any plugins and other tools. No subscription and fees are required. This service has been created to encourage creators to update their digital archives as easily as it is possible.

Users value Pixop because it provides a place where you can make video enhancement as fast as possible. This is a flexible and scalable could service which has been created to tackle every requirement. And the most important feature is the fact that it is powered by machine learning – just let AI do the work! Just sign up and use the online tool.

Imagen

This is a media management tool that is used for keeping media safe, secure, and easy to find. This program will help you to organize and unlock the full potential of your video files. You just open a video file and start editing it. This software uses a simple but effective technology to process a picture. Choose a frame, pause it and crop out the needed fragment. Then this picture could be saved on your device and used to create media products. You can add annotations for any image.

This tool could be ideal for content makers that are willing to organize and see the true value of their content. This service lets you focus on the important features of the picture. It is very good for business in content-making industry.

AI is Invaluable for Creating New Video Content

So, what is the best AI solution for content creation? At first, you will need a tool that would be able to download the high-quality video as fast as possible. That is why you will definitely need NotMP3 downloader and converter.

After that try Transcriptive AI program because this is professional software. It has lots of useful features. But it is not free.

If you are looking for the fastest way, try Pixop cloud service – it has all the needed functions. You can use Imagen as a free offline variant which will help you to create the best content.

The post AI Offers Powerful Insights into Video Content Production appeared first on SmartData Collective.

Checkout PrimeXBT
Source: https://www.smartdatacollective.com/ai-offers-insights-into-video-content-production/

Continue Reading

Artificial Intelligence

AI Offers Powerful Insights into Video Content Production

Avatar

Published

on

AI, language processing, and deep learning are three major technologies that affect streaming services. They are already used to create content and the picture looks beautiful and detailed. If we exploit Artificial Intelligence in live streaming, this would change everything. Modern technology allows us to create automated actions, trigger real-time graphics, analyze audio, monitor social media sentiment and auto-sharing.

AI Leads to New Opportunities for Video Content Development

Some developers saw AI technology as an opportunity and created useful tools that help in video production. Let’s talk about 4 software variants that could be used for video production.

NotMP3

To process multimedia you should have a useful tool that will allow getting them without payment. Nowadays the best content provider is Youtube. That is why we decided to mention NotMP3 software, which uses cutting-edge AI technology. This sort will allow you to fulfill this task for free.

This is free software which is downloadable from the site. This is a simple but very powerful tool that can help you to get audio or video file of any quality you like. You can also get files from Soundcloud and transfer them to various formats.

The main advantage of NotMP3 software is that it is completely free and does not require creating an account. All you have to do is to install and use it.  

Transcriptive AI

The first program that actually uses AI technology is Transcriptive AI. This is a universal tool that is exploited to transcribe footage. It will make that footage searchable. You can use this software to make caption and paper edits.

The creator allows getting a free trial copy but if you want to continue using it, you will have to buy the product. This soft will be useful if you want to find some pieces of audio that have been mentioned in the video. You will also have accurate transcripts spending as little time as possible. The most powerful component is searchability – you can look for clips, sequences, and markers. This machine learning tool works like Google and you just mention the keywords.

Pixop

This is not a tool but a cloud service that exploits intuitive interface and AI technologies for video enhancement. The main advantage of this service is that it is very easy to use. You will not need any plugins and other tools. No subscription and fees are required. This service has been created to encourage creators to update their digital archives as easily as it is possible.

Users value Pixop because it provides a place where you can make video enhancement as fast as possible. This is a flexible and scalable could service which has been created to tackle every requirement. And the most important feature is the fact that it is powered by machine learning – just let AI do the work! Just sign up and use the online tool.

Imagen

This is a media management tool that is used for keeping media safe, secure, and easy to find. This program will help you to organize and unlock the full potential of your video files. You just open a video file and start editing it. This software uses a simple but effective technology to process a picture. Choose a frame, pause it and crop out the needed fragment. Then this picture could be saved on your device and used to create media products. You can add annotations for any image.

This tool could be ideal for content makers that are willing to organize and see the true value of their content. This service lets you focus on the important features of the picture. It is very good for business in content-making industry.

AI is Invaluable for Creating New Video Content

So, what is the best AI solution for content creation? At first, you will need a tool that would be able to download the high-quality video as fast as possible. That is why you will definitely need NotMP3 downloader and converter.

After that try Transcriptive AI program because this is professional software. It has lots of useful features. But it is not free.

If you are looking for the fastest way, try Pixop cloud service – it has all the needed functions. You can use Imagen as a free offline variant which will help you to create the best content.

The post AI Offers Powerful Insights into Video Content Production appeared first on SmartData Collective.

Checkout PrimeXBT
Source: https://www.smartdatacollective.com/ai-offers-insights-into-video-content-production/

Continue Reading

AI

How AI is Transforming Cybersecurity in 2021?

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Artificial Intelligence (AI) is one of the main weapons by which companies or medium-sized corporations can combat numerous cyber threats successfully.

According to Warren Buffet, “Cyber-attack is the biggest threat to mankind, even more of a bigger threat than the nuclear weapon.” Therefore, organizations should consider applying the concepts of AI within their workplaces if they want to prosper in the future without compromising their digital anonymity.

Continue reading this post to know what is AI and how it is transforming cybersecurity for all the right reasons.  

What is Artificial Intelligence (AI)?

Artificial Intelligence (AI) is a modern branch of computer science. It helps create smart devices that can perform various tasks depending on the situation using the core concepts of human intelligence.

Thanks to Artificial Intelligence (AI), you can now deposit cheques online from your homes hassle-free. Furthermore, AI allows you to decipher handwriting, making online cheque processing a reality these days.

As far as the importance of AI in cybersecurity is concerned, it enables cybersecurity professionals in detecting and resolving numerous security risks residing in corporate networks of different organizations proactively.

How is AI transforming cybersecurity in 2021?

As previously discussed, AI is providing numerous solutions to cybersecurity experts worldwide. Besides, Artificial Intelligence (AI) will replace the need for human beings in cybersecurity by the end of 2030.

In short, AI will help organizations or businesses significantly improve the performance of their cybersecurity departments in the future without relying on human expertise.

As expected, various organizations are already relying on AI concepts when they want to detect and eliminate potential cyber risks within their networks timely.

Moreover, 80% of telecom companies are benefiting from AI notions to protect themselves against dangerous cybersecurity issues like hacking, data theft, identity theft, and others accordingly.

The best thing about implementing AI concepts is that companies can reduce their cost by 12% in terms of threats and breaches detection. In addition to this, they can follow use cases of AI to improve their performance cybersecurity-wise.

This is one of the major reasons why organizations or businesses are investing huge amounts of money in Artificial Intelligence (AI) globally.

Considering the significance of AI in cybersecurity, we can expect that the role of AI when it comes to enhancing cybersecurity of organizations or businesses will increase with the passage of time.

Is everything rosy with Artificial Intelligence (AI)?

There is no denying that AI offers various advantages to its users, be it companies, medium-sized enterprises and small businesses. However, the worst thing about AI is that it is easily accessible to everyone, including cyber terrorists, which is not good from a cybersecurity point of view.

Therefore, hackers can use the said concepts of AI to accomplish their malicious objectives. Unfortunately, they can access AI models and use them to bypass prevailing cybersecurity practices of organizations or businesses easily.

As a result, they can gain control of corporate IT networks and misuse official data including customers’ personal information and sensitive business communications to execute their notorious plans.

In this scenario, companies should use cybersecurity tools such as VPNs. They can try a VPN service that offers a free trial if they do not want to spend hundreds of bucks initially to see if it helps them safeguard their digital assets from hackers and other cyber goons. Once they are satisfied with its performance, they can consider using its premium packages as per their preferences.

Apart from this, there is no harm in availing different online protection tools like antivirus software, email encryption software, password managers, firewalls, KPIs, etc. Once organizations or companies start using them, they can effectively protect their official devices and business data from the prying eyes of notorious elements over the web.

Lastly, they should provide basic cybersecurity training to improve their employee’s personal privacy either remote or office-based comprehensively.

As a result, they will start updating their official devices regularly. Moreover, they can secure their devices from phishing attacks as they will not click on a suspicious link provided in emails sent from unknown people.

They can also start using password managers like LastPass and others that will enable them to protect their crucial login credentials trouble-free.

Wrapping Things Up

Artificial Intelligence (AI) does have all the right ingredients to transform the future of cybersecurity to the next level. However, companies or businesses should be smart enough to apply AI notions within their workplaces with caution.

Besides, they should not stop following certain cyber hygiene practices at any cost, like installing antivirus software on official devices, data backup, password managers, email encryption tools, etc.

This way, they can protect themselves from the consequences of hacking, data theft, malware, phishing and other cyber risks in 2021 and beyond.

The post How AI is Transforming Cybersecurity in 2021? appeared first on SmartData Collective.

Checkout PrimeXBT
Source: https://www.smartdatacollective.com/how-ai-is-transforming-cybersecurity/

Continue Reading

AI

How AI is Transforming Cybersecurity in 2021?

Avatar

Published

on

Artificial Intelligence (AI) is one of the main weapons by which companies or medium-sized corporations can combat numerous cyber threats successfully.

According to Warren Buffet, “Cyber-attack is the biggest threat to mankind, even more of a bigger threat than the nuclear weapon.” Therefore, organizations should consider applying the concepts of AI within their workplaces if they want to prosper in the future without compromising their digital anonymity.

Continue reading this post to know what is AI and how it is transforming cybersecurity for all the right reasons.  

What is Artificial Intelligence (AI)?

Artificial Intelligence (AI) is a modern branch of computer science. It helps create smart devices that can perform various tasks depending on the situation using the core concepts of human intelligence.

Thanks to Artificial Intelligence (AI), you can now deposit cheques online from your homes hassle-free. Furthermore, AI allows you to decipher handwriting, making online cheque processing a reality these days.

As far as the importance of AI in cybersecurity is concerned, it enables cybersecurity professionals in detecting and resolving numerous security risks residing in corporate networks of different organizations proactively.

How is AI transforming cybersecurity in 2021?

As previously discussed, AI is providing numerous solutions to cybersecurity experts worldwide. Besides, Artificial Intelligence (AI) will replace the need for human beings in cybersecurity by the end of 2030.

In short, AI will help organizations or businesses significantly improve the performance of their cybersecurity departments in the future without relying on human expertise.

As expected, various organizations are already relying on AI concepts when they want to detect and eliminate potential cyber risks within their networks timely.

Moreover, 80% of telecom companies are benefiting from AI notions to protect themselves against dangerous cybersecurity issues like hacking, data theft, identity theft, and others accordingly.

The best thing about implementing AI concepts is that companies can reduce their cost by 12% in terms of threats and breaches detection. In addition to this, they can follow use cases of AI to improve their performance cybersecurity-wise.

This is one of the major reasons why organizations or businesses are investing huge amounts of money in Artificial Intelligence (AI) globally.

Considering the significance of AI in cybersecurity, we can expect that the role of AI when it comes to enhancing cybersecurity of organizations or businesses will increase with the passage of time.

Is everything rosy with Artificial Intelligence (AI)?

There is no denying that AI offers various advantages to its users, be it companies, medium-sized enterprises and small businesses. However, the worst thing about AI is that it is easily accessible to everyone, including cyber terrorists, which is not good from a cybersecurity point of view.

Therefore, hackers can use the said concepts of AI to accomplish their malicious objectives. Unfortunately, they can access AI models and use them to bypass prevailing cybersecurity practices of organizations or businesses easily.

As a result, they can gain control of corporate IT networks and misuse official data including customers’ personal information and sensitive business communications to execute their notorious plans.

In this scenario, companies should use cybersecurity tools such as VPNs. They can try a VPN service that offers a free trial if they do not want to spend hundreds of bucks initially to see if it helps them safeguard their digital assets from hackers and other cyber goons. Once they are satisfied with its performance, they can consider using its premium packages as per their preferences.

Apart from this, there is no harm in availing different online protection tools like antivirus software, email encryption software, password managers, firewalls, KPIs, etc. Once organizations or companies start using them, they can effectively protect their official devices and business data from the prying eyes of notorious elements over the web.

Lastly, they should provide basic cybersecurity training to improve their employee’s personal privacy either remote or office-based comprehensively.

As a result, they will start updating their official devices regularly. Moreover, they can secure their devices from phishing attacks as they will not click on a suspicious link provided in emails sent from unknown people.

They can also start using password managers like LastPass and others that will enable them to protect their crucial login credentials trouble-free.

Wrapping Things Up

Artificial Intelligence (AI) does have all the right ingredients to transform the future of cybersecurity to the next level. However, companies or businesses should be smart enough to apply AI notions within their workplaces with caution.

Besides, they should not stop following certain cyber hygiene practices at any cost, like installing antivirus software on official devices, data backup, password managers, email encryption tools, etc.

This way, they can protect themselves from the consequences of hacking, data theft, malware, phishing and other cyber risks in 2021 and beyond.

The post How AI is Transforming Cybersecurity in 2021? appeared first on SmartData Collective.

Checkout PrimeXBT
Source: https://www.smartdatacollective.com/how-ai-is-transforming-cybersecurity/

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