//Role of AI And Machine Learning in Tracking People’s Physical Activities

Role of AI And Machine Learning in Tracking People’s Physical Activities

Do you want to know interesting facts about Artificial Intelligence (AI) in machine learning and artificial intelligence future? Then you are just in the right place. As this article includes detailed information about Artificial Intelligence and its applications in AI datasets along with its advantages.

Well, on tracking people’s physical activities by using Artificial Intelligence and Machine Learning, there was a notable improvement to tackle health incongruities in the future.

Here, in this article, we are going to discuss Artificial Intelligence and Machine Learning with its advantages in details. Following that, we will also examine their role in tracking people’s physical activities and give you a precise review of it. 

Artificial Intelligence

Artificial intelligence (AI) is defined as the proposition and evolution of computer system where it can perform tasks similar to that of a human being. For example, Recognition of speech, decision making, translation of one language to another, visual perception, and so on.

AI is a part of computer science which highlights the world of smart machines that functions and responds like real humans. It has become an important portion of the technological field which involves highly specialized and technoscientific study.

Classification of AI

Arend Hintze, an Assistant professor of Integrative Biology, Computer Science and Engineering at Michigan State University declared that Artificial Intelligence is basically of four types.

They are Reactive Machines,  Limited Memory, Theory of mind and finally, and Self-awareness. But on the basis of intelligence and responsiveness, Artificial Intelligence is classified into two major categories, namely, Weak Artificial Intelligence and Strong Artificial Intelligence.

1. Weak AI

Weak AI is a machine intellect that is restricted to a precise realm such as Apple’s Siri. The source of data of Siri is the internet. It has the capability to have an actual conversation with people which also involves jokes and witty comebacks.

2. Strong AI

Strong AI (also known as artificial general intelligence) is an AI system which is able to find a solution without any human help. Some examples of Strong artificial intelligence are Skynet and HAL9000.

Machine Learning

Machine learning is a vital part of Artificial Intelligence. It provides machines the capability to learn and improve involuntarily from experience without being explicitly programmed. MI aims at the development of computer programs.

Apart from that, it is pretty beneficial for retrieving data and using it for self-learning. Machine learning is one of the most prominent technologies that one could have ever come across. It gives the computer the ability to master stuff.

The technology of Artificial Intelligence and Machine Learning is helpful in tracking people’s physical activities. Following that, the purpose of this application is to set a goal for managing disparities in human health.

Researchers used Machine learning to find and arrange tweets associated with exercises in different parts of the US. 

Benefits of Machine Learning:

As discussed above, Machine learning is an application of Artificial Intelligence that grants system the capacity to understand, learn, and upgrade from the experience without being programmed explicitly.

However, here are some of the advantages of Machine learning which can be notable in diverse sectors:

  • First of all, it is used in different platforms like banks, the financial sector, healthcare units, social media, etc.
  • It allows reduction of the time cycle and efficient utilization of resources.
  • Machine learning helps in the development of large and complex industrial environments.
  • It does not involve any human interruption.
  • ML can handle multi-dimensional data and multi-variety data.

Machine Learning and Artificial Intelligence used to track People’s Physical Activity

Both Machine Learning and Artificial Intelligence have been very useful for tracking peoples physical activity recently. To make things clear for you, here we have listed some of the methods by which it can play a notable effect on a person’s lifestyle.

Track Movements

MIT scientists have developed an Artificial Intelligence with the help of X-Ray vision technology. It can sense people’s postures and actions from the opposite side of a solid partition or wall.

The researchers used a neural network to examine radio signals that can get reflected from people’s bodies.

It produces a magnetic stick figure that walks, stands, sits and moves its limbs similar to the movement of that individual character.

The best part of this technology is that it can detect various dangerous diseases like Parkinson’s disease, multiple sclerosis (MS), etc. Moreover, Doctors then diagnose the disease and prescribe medications accordingly.

Another advantage of AI technology is that it allows elderly people to have an independent lifestyle.

This is because it consists of an added security option which is helpful for surveilling old people in case of emergencies.

Human Activity Recognition Dataset

Human activity recognition dataset aims to identify that actions carried out by a person if provided a set of observations and a surrounding environment.

Smartphones are coming up with more new research opportunities for human-centered purposes.

The phone is mainly the primary sensing tool where the user plays the source of information.

AI datasets include records of data registered through microphones, dual cameras, gyroscopes, facial recognition technology and many more.

Remarks

Now, you know how AI and Machine Learning can help researchers to keep a record of people’s physical activities. The benefits of both AI and Machine Learning are outrageous and can significantly tackle health disparities. Thus, we hope that this article was helpful to provide you a deep knowledge regarding both AI and Machine Learning.