Machine Learning for Disables

Machine Learning for Disables

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Machine Learning for Disables

Machine Learning for Disables

Kiran Gupta | November 30, 2021

As we know, the individual with disabilities in India was stated as 21 million in the 2001 census of India. This is equivalent to 2.1% of the population.

How machine learning help building equipments for disables ? 

Machine Learning for Disables can help those disabled people to improve their lives. With the marvel of machine learning doctors are now able to create smarter bionic prosthetics for any human in need of artificial limbs. Robotics engineering and VR research enable doctors to make sure better fitment of artificial limbs on humans. This could aid those with physical challenges to maneuver more naturally and experience higher mobility.  Peoples face difficulties in performing daily activities like eating, grooming, mobility, etc. due to different disabilities. Technological aids like  learning instruments, sign language apps, autism-friendly apps, electronic media etc could aid such persons. Using next-gen technologies, hybrid functionalities to support persons with disabilities through one device could be developed within the approaching decade. 


Kaden Bowen is a smiley 12-year-old who loves music and riding in fast cars. He also can’t walk or talk, is legally blind, and can only use the pinky finger on his left hand. 

Kaden has cerebral palsy, and his father, James Bowen, has been trying out new technology to see if he can create tools that let his son have more independence. One such experiment led James to set up an Amazon Echo Show, a smart assistant device that uses AI to power its voice-control capabilities. Kaden already has a speaking device that has buttons he can press with his working finger to verbalize preselected words or sentences that communicate with the Echo. 

James set it up so his son could ask for things like “Echo, tell me a joke” or “Echo, tell me the news.” He also programmed it so Kaden could call his cell phone, Kaden’s grandparents, and a few other people. 

But Kaden did much more than that. While James and his wife were out one evening, Kaden, who was home with a babysitter, took it upon himself to use his speaking device to activate the Echo, tell it to call his grandfather, and then asked to go out on a car ride—which his grandfather was happy to do. Sharing that story in a Facebook post, James said that he was proud of Kaden’s initiative and grateful for the technology that made it possible. 

“It was the first time since he was a toddler playing with a rattler that he was able to interact with something all by himself,” James says. “This Echo device goes way beyond ordering groceries or looking up a recipe for us.” 

How AI changing the life of disables ? 

Disabilities, whether related to vision, hearing, mental health, learning, cognition, or mobility, can be permanent, temporary, or even situational. Designing new products with different levels of abilities in mind—a concept called inclusive design—has gone a long way in ensuring that technology works for everyone. 

Making design widely accessible also ends up being good for those without a disability. One of the first typewriters sprung from a creator’s desire for his blind friend—some say lover—to be able to write more legibly. Alexander Graham Bell’s mother was deaf and his invention of the telephone came out of his work with the deaf community. 

More recently, audiobooks were created as a way for the blind to enjoy literature. Video captioning was invented to make content compliant with the Americans with Disabilities Act (ADA) but now is regularly relied on by anyone watching videos when they can’t listen to the audio. 

Creating new tools could help integrate a segment of our population that has often been left out of routine daily life activities and job opportunities. The unemployment rate is twice as high for Americans with disabilities, according to the Bureau of Labor Statistics. Worldwide, only one in 10 people who could use assistive products have access to them.

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How IOT can Help in Reducing Electricity Bills

How IOT can Help in Reducing Electricity Bills

How IOT can Help in Reducing Electricity Bills

Ashwini Sharma | June 01, 2021

In India, the electricity consumption has increased drastically in last 5 years. In 2015-16 the electricity consumption was 6.76 GW whereas in the next year 2016-17 it became 12.28 GW which brings to the conclusion that its being rapidly increasing every year. Being the second most populated country in the world, India is using electricity at its peak and for sustainable usage there is a need to save resources like electricity 

How IOT can Help in Reducing Electricity Bills  IoT uses a network of connected devices that are interconnected and also connected with a server. The sensors detect the signals coming out of the integrated devices/equipment that is used for real-time analytics to provide insights.

Businesses across all industry are moving towards these new technology with open arms to take advantage of the opportunities it offers IoT is now extensively want to achieve various business goals like reducing electricity bills, improving operational efficiency, improving occupants comfort, generating revenue, increasing customer engagement and more. Buildings, retail stores, hotels and even in hospitals such IoT devices have installed to automate activities, primarily getting to make  occupants more well-off and productive at low cost, while managing energy and operations more efficiently.In developed countries, commercial buildings consume around 20-40% of the entire energy therefore it is very vital that they looks on energy optimization.

What are the benefits of an intelligent building ?  

1. Improves Energy consumption : Data collected by sensors at a building level can be used to regulate air-conditioning and lighting level in real time, thereby reducing energy consumption and optimizing the internal environment to improve occupants comfort. 

2. Enhances comfort of occupants : Temperature and lighting level can be monitored and managed for each individual section. This is how it offers fine experiences for users based on their temperature preferences throughout the day and optimize their efficiency and comfort. 

3. Increases operational productivity : Powering down lights in sections with zero activity, adjusting cooling systems as per the outside temperature, and managing other devices can be automated. This not only ensures that facilities are used more efficiently but also brings an improved experience for building users. 

4. Predictive maintenance : Continuous monitoring and predictive capability of  Internet of things enabled buildings can enable a building manager to take appropriate corrective action before tenants even notice a problem. Predictive maintenance can: 

  • Reduce maintenance costs 
  • Eliminate loss due to equipment breakdowns 
  • Reduce equipment downtime 


Whether you want to increase the efficiency of your building, reduce operational costs, increase electricity bill savings, monitor asset utilization or improve occupants experience converting your traditional building into smart building will help you achieve the same. 

Automation offers intelligent building and energy management solution that not only reduces the costs of energy, commissioning and maintenance but at the same time also enables safer, efficient reliable and more predictive world.


Mechatron Robotics is the pioneer & one of the top Institute for learning Coding, Robotics, IOT, Python, Electronics, Arduino, App Development 

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