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Automatic Closed Captions For Facebook Live Using AI

Oops! Facebook has done it again. It has again innovated its processes and come up with something amazing using the latest technology.

What are we talking about?

We are talking about automatic closed captioning. Yes! That’s right! Now Facebook Live videos will have automatic closed captions thanks to Facebook AI (Artificial Intelligence). This means that Facebook live videos are now more accessible to millions of people. People who didn’t understand the videos before, can now fully understand them. This has been done with Facebook Live and Workplace Live. You too can leverage the power of AI and utilize AI consulting services to innovate your business and bring in more crowds.

Increase In Video Content Demand

 

Even before Covid-19 hit, we saw a huge demand for video content on Facebook and other channels. After the pandemic, this demand has risen tremendously. More and more people are following their favourite media channels for entertainment and public health information. They continuously stream news channels and live conferences. As compared to last year, the number of Facebook Live broadcasts have more than doubled.

Facebook has been continuously upgrading its Artificial Intelligence solutions, whether we talk about chatbots or automated speech recognition (ASR). The automatic closed captions are another step in the process. Now, healthcare officials and government officials can easily disseminate crucial and latest information and make sure that everybody understands the message. This is also a milestone for people with hearing impairments as they will also be able to view the Live videos and conferences.

If a business has multiple staff members from multiple backgrounds, they can use automatic close captions to ensure that all the employees get the message. Right now, Facebook has integrated support for six languages, namely:

– English
– Spanish
– Portuguese
– Italian
– German, and
– French.

Let us remind you that closed captioning is not a new technology. It has been around since late 2000s. People have been trying to predict words in an audio file and display them as they are spoken. But it was always a difficult task. IT was even more difficult if there was a dialogue going on. This means that sometimes people might not speak clearly or sometimes they would speak over each other. Other common issues that occur are background noise as well as various accents and tones of the speakers.

What Facebook engineers have done is to come up with a number of optimizations. These optimizations take care of all these issues with livestream audio. Another thing that they have done is to reduce the compute. This is a great innovation as we all know that the live-stream puts a lot of load on compute.

Conclusion

The system is still not perfect and there is a lot to be done. There are various AI strategy services that they can provide if they work on the system like recognizing various types of speech and recognizing different accents. But, it is amazing nonetheless and we can definitely expect it to get better with time.

Also Read: Top 6 Examples Of Artificial Intelligence In Healthcare Industry

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Top 6 Examples Of Artificial Intelligence In Healthcare Industry

We are going through the fourth industrial revolution. There is technology all around us that we never thought would exist. That technology is heavily influencing everything that we do. Whether we talk about our personal lives, professional lives, our social lives, we see the influence of technology. It has become ubiquitous in all aspects of our lives. Many of these technologies have disrupted the way we do business.

One of the technologies that has disrupted a lot of industries is Artificial Intelligence (AI). Ever since its inception, people have been debating whether it is a boon for us or a system that will be the end of us. But as the debate goes on, we cannot deny that AI has afforded us a lot of benefits that we didn’t have before. A lot of industries are using AI to boost their business and grow. One such industry is the healthcare industry. Everyone related to the industry like doctors, nurses, paramedical staff, medical management, insurance companies and more have been impacted by this technology. According to a report by Accenture, the US healthcare industry can save around $150 billion annually by using AI-based solutions for healthcare.

So, how can Artificial Intelligence help the healthcare industry and how are they using it to grow? Here are some examples for you to consider.

 

 1. Managing Medical Records and Other Data

 

One of the most important things in any healthcare facility is the data. There is huge amounts of data regarding patients’ medical records, management, and other aspects of the facility. You need a lot of time and energy to sift through the data and analyse it. Now, healthcare professionals are working with AI consultancy providers to work with AI-based apps that can automate the entire process and make it cost-efficient as well as more effective. AI-based apps collect, store, format, and analyse the data to provide the results that healthcare professionals need.

 

2. Doing Repetitive Jobs

AI is not only good for data collection and analysis but other purposes as well in a healthcare institution. One way that AI is helping healthcare professionals is by analysing the various types of tests that patients need to do. This is a tedious and repetitive task and AI is doing it better and faster than before. These tests include X-Rays, CT scans, and others. Over time, a lot of data accumulates, especially in the radiology and cardiology departments of healthcare institutions. AI strategy makers have partnered with healthcare professionals to come up with apps that can look at the tons of data and analyse it in a fraction of the time that it used to take before.

 

3. Treatment Design

 

AI is also helping doctors in the field by making their work easier and more effective. One of the ways that it is doing so is by taking all the notes and reports that they have for their patients and analysing them for patterns. This can include the patient’s file as well as personal notes that a doctor makes for any of his patients, reports, lab results, and more. Once all the data is collected, the AI-based program helps the doctors in selecting the right course of treatment for the patient. This eliminates the human error aspect and quickens up the pace of the work.

 

4. Digital Consultation

 

Various apps around the world can help identify your ailment and give you the right course of treatment. These apps use AI to collect your personal medical history. Then they compare that history against the common medical knowledge that they have collected over time. Whenever users enter their symptoms in the app, those symptoms are then compared against that medical knowledge that contains a complete database of illnesses. Once they analyse the information, they offer a recommended course of action.

 

5. Virtual Nurses

 

There are now apps that can help monitor a patient’s condition and make sure that the recommended treatment is followed when the doctor is not around. These apps use machine learning to learn the patient’s history, the doctor’s recommendation, as well as their medical knowledge and make sure that the patient’s treatment is going according to the plan.

There is also an app developed for the Boston Children’s Hospital that can give you basic healthcare information about children’s ailments. If you are a parent, you can ask this app all your questions and it will give you the answers about the ailments, medication, and more. It will also tell you if you need to visit a doctor or not.

 

6. Medication Management

 

Another app that has been making waves around the world is the AiCure app developed by the National Institute of Health. This app monitors the patient’s medication use. This app uses a smartphone’s webcam to monitor the patients and make sure that they are indeed taking their medication. It also helps them manage their conditions. Thanks to this app, healthcare professionals can take care of patients who have a history of going against the doctor’s advice as well as patients who are undergoing a clinical trial. Also, patients who have serious medical conditions can benefit from this app.

 

Conclusion

These are just a few of the ways that AI is bringing change in the healthcare industry and helping out healthcare professionals with their work. As technology advances, more and more institutions will start using AI and it will provide more benefits to these institutions as well as the people who work there and the patients who visit.

Also Read: What Does The Future Hold For Modern Software Development?

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What Does The Future Hold For Modern Software Development

For those of you who don’t know, Modern software development is all about creating applications that are cloud-native, cloud-first, or multi-cloud. But that’s not all. It is also about data. Modern software should have the support for big data insights as well as leverage the power of AI (artificial intelligence) and ML (machine language). Modern software also includes various other things like low coding tools and more.

We have created a triangle of relationships in the marketplace. There are three entities, each one connected to the other one. These are people, technology, and tools. The entire software solutions revolve around these three entities and if are to embrace the future then these are the three things we must focus on.

Technology is advancing at breakneck speed and if you want to stay relevant and survive, you have to stay up to date with it. There are a plethora of technologies that give you access to higher operational capacity and reach. These are cloud computing, mobile technology, Artificial Intelligence Solutions, Blockchain and more. More and more technologies are coming in.

Businesses are now looking to integrate their operations with these technologies and deliver their products and services to their customers faster and with more reliability. Also, businesses are using these technologies to keep their customers more engaged and provide a personalized experience to them.

Because of this and more, businesses are in the need of modern software development services that can cater to the new requirements and deliver what the businesses need. Since the advent of the internet, businesses have gone global. They are not restricted by a brick and mortar store anymore. Using these software and tools, businesses can exponentially increase their reach and achieve their goals faster. Also, these technologies are helping businesses take greater control of their operations.

Software development in today’s age has a plethora of tools, technologies and services to rely on. Things that were not present in the past. These include IoT (internet of things) as well as blockchain technology solutions, and more. Using these tools, businesses now have the option of automating much of their operations and broaden the scope of services that they provide. They can focus more on other matters like innovation, creativity, and better customer support.

These technologies also help businesses give their target audience exactly what they want. Using the power of big data, businesses can find out exactly what their customers want and fashion their products and services accordingly. They can become more intuitive by learning about their customers.

In the end, modern software development has a bright future. There are a plethora of businesses that are taking advantage of modern software development and the technologies available to them to get closer to their customers by updating the way they do things.

Also Read: Artificial Intelligence Movie Released In 2001 & What We Can Learn From It

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Artificial Intelligence Movie Released In 2001 & What We Can Learn From It

We all know Steven Spielberg for the many films that we know and love. These include the likes of E.T., Jurassic Park, Jaws, Close Encounters of the Third Kind, and many more. One of the films that really put him into the limelight and made him a household name is A.I. This is a science fiction drama film released in 2001. Almost everyone has seen this movie at least once and most of us have gone through it with a fine comb and watched it again and again.

 

Background

 

The film has a very interesting backstory. It is loosely based on the short story ‘Super Toys Last All Summer Long’. This short story came out in 1969 and was written by Brian Aldiss. Originally, director-producer Stanley Kubrick developed this movie. In 1970, he acquired the rights to the short story by Brian Aldiss and hired writers to turn it into a movie. For a long time, the movie was put on hold as Stanley Kubrick didn’t think that they can get a child actor to portray the character of David and do it justice. He thought that the computer-generated imagery at the time wasn’t advanced enough to do what he wanted. He finally turned it over to Spielberg thinking that he can do a better job. Even Spielberg kept it in the freezer until Stanley’s death in 1999.

 

Plot

 

The plot of the movie is simple at first glance. The movie is about a robot boy, David. He is the first robot ever that is programmed to love and feel human emotions like rage, disappointment, joy, and more. The creator of the robot boy sends him to an employee’s house as a test run. The parents cannot live with him and choose to leave him in a forest. Here his actual adventure begins and he learns a lot about himself and the society around him. He finds a world where the thin line between a machine and a human is constantly becoming thinner.

 

What We Can Learn From This Movie

 

Ask around or search Google and you will find one theme more than any other: AI is taking all our jobs away from us. That is what we are most afraid about. We see statistics that half of the jobs will be gone by the year 2050 or millions of people will lose their jobs, homes, and more by the year 2030 and it all feeds into our fear of losing the battle to AI. Not just this movie, we see in almost every other AI movie that they somehow take over us. Think about Terminator, Ex Machina, HER, and more and the theme is constant.

There is a lot of panic going around. The only thing is that this panic is being spread by people who are not experts in the field. Talk to AI consultants and they will tell you the truth.

 

The Truth About AI Taking Over Our Jobs

 

AI is not going to take away anything from us. It is providing a lot of benefits.

What will happen is that we will displace some jobs and change the way we do things. The misconception that AI will take all the jobs and people will be jobless, homeless, and more is just rumours and heresy.

Think about it from this perspective. Before we had concerts, no one would have thought that people would actually work in a place where they would have to handle thousands upon thousands of visitors. There was no such thing as event planning or management. That is how we should take the emergence of AI. It will take over some things but there will be more opportunities created due to it.

Jobs will not disappear, they will shift. Instead of doing the work, people will by analysing the work and making real-time decisions based on their analysis. AI solution services will be one of the most in-demand services in any industry.

So, no need to panic. Just make sure that you learn the lessons from these movies and act accordingly.

So, what should we learn?

Keep reading.

 

What We Need To Learn

 

To keep moving forward and ensure job security, these are some of the things that we need to learn or enhance.

 

Creative skills

No matter what AI does, it will never be able to create and invent things like humans. But for humans to do that, they need to be creative and inspiring. We need to enhance our creativity and boost our out of the box thinking to stay ahead of the game.

 

Social skills

Machines can learn what to say, but they cannot learn when to say it. Interpersonal skills are something that machines are incapable of. If you want to lead and grow, you will need to develop these skills to find success.

 

Cognitive skills

Machines make decisions based on vast amounts of data that they have collected. That is the only way they do it. Humans are capable of facing new situations and coming up with decisions based on intuition, assumption, and more. That is why cognitive skills are going to be in high demand in the future. These will be problem-solving, reasoning, negotiating, and decision making.

Emotional Skills

A machine cannot replicate empathy or kindness. It can provide data for a human who can use these emotions to make a well-informed decision. That is why Emotional Intelligence is one of the topmost skills in demand right now as well as the future. Nothing can replace the human touch. Almost all the AI strategy makers agree with this point and are asking people to take notice of this.

 

Conclusion

Artificial Intelligence is bringing disruption to our lives, the likes of which we have never seen. Our entire paradigm is shifting. Now we can just sit and cry over it, or we can change with it and stay on top of the game. We need to level up and unlearn and re-learn these skills to stay in the new reality that is being created.

Also read: Artificial Intelligence Definition & Its Implementation In Different Industries

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Artificial Intelligence Definition & Its Implementation In Different Industries

Artificial Intelligence was once restricted to futuristic movies and comics. We loved to see plots involving AI in movies like Terminator, AI, and more. But then the technology actually hit the market and took the world by storm. It can provide a plethora of opportunities for businesses. The best part is that you don’t have to do a lot to integrate Artificial Intelligence into your business. It is highly convenient and in the long run, will save a lot of pretty penny for you. You might have to pay a one-time charge, but after that, it will be smooth sailing. Nowadays, it has become so common that any business, no matter what its size, has access to it and a lot of them are integrating AI with their current systems to ramp up productivity and efficiency.

But the fact remains that a lot of businesses still don’t know what AI actually is. Surveys have shown that a lot of top business leaders have no details about AI, what it does, and what it can bring to the table for their businesses. They are still thinking of AI as robots that take over the world and highly advanced software that can take over the world. That is why they still feel a little hesitant when approaching an AI consulting firm or an AI software development firm for that matter.

 

What is Artificial Intelligence (AI)?

Artificial Intelligence refers to software-based systems that can make decisions that usually required a human mind to make. These AI solutions have the same level of expertise as a human. There are three things that a system needs to have to be called an Artificial Intelligence system. They are:

  • Intelligence
  • Intentionality, and
  • Adaptability.

Implementation and Adaptation of AI

There are a wide variety of ways that businesses can adapt to Artificial Intelligence. They can use a whole plethora of AI strategies to make their businesses more secure, faster, easier, smoother, and better for their customers. For example, they can automate their accounting or the collection of customer data. They can manage their inventory better as well as their supply chain management.

Here are some of the ways that AI can benefit various industries. For this purpose, we have chosen the Finance industry, E-Commerce, Manufacturing, Telecommunication, and the automotive industry.

 

AI in Finance

 

There are several ways that any financial institution or a finance business can use AI to increase their productivity, sales, and more. With the help of AI, they can offer personalized experiences to their customers. They could build chatbots that can provide guidance as well as answer questions 24×7 for all customers. This could be via text or through voice messages. A lot of customer queries can be handled by these chatbots without the need of an actual human being. Also, financial institutions can easily monitor and track their customers and analyze their behavior to provide more personalized services. This will result in greater customer loyalty, referrals, word of mouth, and more.

 

AI in Retail

 

As far as retail is concerned, AI has been a game-changer and it doesn’t seem like stopping anytime soon. Retail businesses can increase their productivity, generate more revenues, and automate the majority of their tasks with the help of AI. They can use chatbots, just like in the above example, to cater to their clients and customers. They can use AI to better manage their inventory. They can use AI to give their customers a more personalized experience. They can also use AI to monitor their customers’ data and their purchasing behavior. This can help them save huge amounts. Also, they can keep track of what’s selling and what’s not. They can purchase their raw materials more carefully, according to seasonal variations and more. There are literally a million things they can do with the help of AI.

 

AI in Manufacturing

 

AI has revolutionized the manufacturing industry. So much so, that they have a new term for it. Experts are calling it Industry 4.0. AI is being used to predict maintenance and faults in equipment so that manufacturers can lower the possibility of failure. They can also use AI to predict when a part should be replaced or when it has lived its beneficial life. AI is also capable of monitoring the entire manufacturing cycle and finding out minute details that can enhance the production process and eliminate mistakes. This can save a business huge amount as well as enhance their reputation in the market.

 

AI in Telecommunication

 

Just like the above-mentioned industries, Telecommunication businesses can highly increase customer engagement and loyalty with chatbots. They can also use AI to find out what the customers are complaining about and offer an instant solution. AI is capable of analyzing thousands if not millions of data and analyzing it as well as finding out patterns among it that humans might miss. It can categorize emails, chats, and voice messages and send them to the relevant departments. AI can recommend various products or services to the customers based on their history and purchasing behavior. Businesses in the telecommunication sector can take their business to the top by providing their customers with the ultimate experience.

Conclusion

These are only a few industries that we have mentioned. The reality is that every industry can benefit from implementing AI. These could be government, advertising, education, healthcare, and many more. As time goes on, more and more businesses are opting for AI-based solutions. If you want your business to survive, then you have to go for AI too.

Also Read: Using AI To Combat SARS COVID-19

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Using AI To Combat SARS COVID-19

The current global epidemic caused by the SARS Covid-19 virus has got countries around the world scrambling to find new ways to deal with the fallout from it. From the logistics of testing and diagnosing patients the vast number of patients on a daily basis, to identifying the various reported strains of the virus in order to expedite the process of designing a vaccine for them, there are a lot of areas where the need for faster, automated systems is apparent.

Countries around the world had very different responses and approaches to combatting the disease, with those who did not take sufficient measures to curb the rate of infection in the early days now having patients in the hundreds of thousands, as well as a daily infection rate in the tens of thousands. The response teams around the world are trying hard to catch up with virus, but it is getting harder and harder to catch up with every passing day. The situation for many countries is so critical that experts predict that this disease may still be a danger for about another two years!

Data scientists have been a vital resource in helping authorities work through the large amount of data generated during this epidemic, such as the helping diagnose new cases using insights gained from previous patient data, or helping virologists test the virus’s response to various antivirals and other medicines in order to find a viable treatment plan. But devising processes that can help speed up these processes, or ideally automate them, are needed urgently.

 

Enter Artificial Intelligence:

AI solutions are the way to go forward combating this epidemic. We have the data, but no time to evaluate it, and an acute shortage of manpower to boot. Many research teams around the world have been working on AI services to help the people working on the frontlines. These innovative solutions are now helping bridge the gap between the disease and us. Some of the most cutting edge solutions are:

  • Alibaba’s AI based Covid-19 diagnostic system Using Chest CT
  • Insightiv’s Detection of suspected Covid-19 patients in Rwanda using Chest CT and X-rays
  • AI based surveillance systems designed to detect Covid-19 patients early
  • AI chatbots designed to combat misinformation about Covid-19

There are many other AI based solutions which are still under work, but for now we will discuss the solutions which are already operational.

 

Alibaba’s AI based Covid-19 diagnostic system Using Chest CT:

In response to the problems medical teams faced checking medical reports of Covid-19 in China and around the world, Alibaba’s R&D team launched an AI based system capable of diagnosing the presence of Covid-19 virus using patients’ CT scans of the chest. They claim the system can detect the presence of the disease in less than twenty seconds, with an accuracy of 96%. Compared to the AI system, manually working through the CT images can take a medical professional approximately 15 minutes, with a lower accuracy rate as the volume of data increases. More than a hundred hospitals have benefited from the integration of their AI model into their diagnostic process for faster diagnostic speeds.

 

Insightiv’s Detection of suspected Covid-19 patients in Rwanda using Chest CT and X-rays:

The team of researchers and engineers from Insightiv have designed an AI based diagnostic system that can detect the presence of corona virus in the patient using CT scans and X-ray of the chest. The system had already been under development by the team in order to facilitate teleradiology, which is the sharing of radiological patient reports in order to share studies with doctors who are geographically far, in Rwanda and other African countries. When the covid-19 pandemic broke out, they fast-tracked their development into building a system that would flag a suspected covid-19 patient based on their radiology reports, and bring it immediately to the radiologist’s attention so that they can verify the detection and report it to the relevant authorities.

This solution is an efficient way to speed up the process for the medical personnel, while not being technologically expensive, so that deployment of the system is possible in areas which are less financially capable.

 

AI based surveillance systems designed to detect Covid-19 patients early:

As countries like South Korea and China proved, tracking potential patients using people’s phone records, bank activity and the like, a country can curb the spread of such infectious diseases. While these actions may give rise to issues of personal privacy and other civil liberties, using less violating methods such as tracking and identifying people not wearing protective masks or not following social distancing rules can be quite beneficial into conditioning people to follow the rules set in place for their safety.

AI chatbots designed to combat misinformation about Covid-19:

This pandemic has resulted in a lot of wrong, downright harmful information floating around, which only serves to cause increased levels of panic and hysteria amongst the masses. Not only that, people following the wrong information are not only hurting themselves, but others around them as well. Patients trying to cure themselves using quack remedies, or believing that the Covid-19 virus is due to the 5G network testing and going out and about without masks and proper precautions are only contributing to the continued spread of the disease.

To counter that, many health services have developed AI based chatbots which are available to answer the queries people may have about the entire situation. These chatbots learns what the people generally want to know using the various verified FAQ pages, and updates its responses based on the queries people ask of it. These chatbots are also regularly verified by various medical professionals to check the quality of the information being given.

To summarize, many people are designing an AI strategy to speed up or solve the problems caused by the Covid-19. While some are successful, others may need a bit more work. But what the plans which were successful have shown us now is that using AI, we can finish tasks which would be impossible, or extremely hard at the very least.