How Mercedes using AI & ML for the Next Generation Automobile
Ayush Milan
Data Scientist | GenAI | Certified Cloud Practitioner | AWS | Azure | Databricks | Technical Content Writer
Hello everyone, in this article we are going to know about the AI & ML in the Automobile sector and how The Companies like MERCEDES use it for our future
What is AI & ML?
AI as a concept refers to computing hardware being able to essentially think for itself, and make decisions based on the data it is being fed. AI systems are often hugely complex and powerful, with the ability to process unfathomable depths of information in an extremely quick time in order to come to an effective conclusion.
Machine learning is the branch of computing that incorporates algorithms to analyze data which is inputted, and via statistical analysis can make a prediction on an output, while incorporating new data as it becomes available, to update the predicted output.
How Different Companies Are Already Using AI
Let's know this by using the research done by different organisation.
Four years ago, an Oxford University study predicted 47% of jobs could be automated by 2033. Even the near-term outlook has been quite negative: A 2016 report by the Organization for Economic Cooperation and Development (OECD) said 9% of jobs in the 21 countries that make up its membership could be automated. And in January 2017, McKinsey’s research arm estimated AI-driven job losses at 5%. My own firm released a survey recently of 835 large companies (with an average revenue of $20 billion) that predicts a net job loss of between 4% and 7% in key business functions by the year 2020 due to AI.
The companies would be wise to use AI first where their computers already interact.
AI REVOLUTION IN THE AUTO INDUSTRY
AI is being implemented at rapid speed in a variety of sectors, the way in which it’s being used in the automotive industry is a hot-button issue right now.
Car manufacturers all over the globe are using artificial intelligence in just about every facet of the car making process. AI can be witnesses working its magic through robots putting together the initial nuts and bolts of a vehicle or in an autonomous car using machine learning and vision to safely make its way through traffic.
Many different companies always tries to do best in this automotive AI
They utilizing artificial intelligence to change current transportation systems with self-driving services. Some companies combine AI software, sensors, real-time cameras and thousands of test miles, both virtual and real, to ensure safe decisions on the road.
With over 70 million cars produced last year, it’s no wonder manufacturers are seeking out machinery and ways to enhance production. Artificial intelligence is not only changing the cars on the road, but the factories that build them.
How MERCEDES-BENZ Is Using AI & NLP To Give Driving A Tech Makeover
Mercedes-Benz, which has been developing deep learning (DL) and natural language processing (NLP) technologies to improve the driving experience. By automating responses from gauging the needs and moods of the driver, the company’s smart technology has enabled a unique driving experience.
Mercedes Makes Inroads Into AI
Mercedes-Benz User Experience — or MBUX — it responds to the conversational commands of drivers with the help of NLP. Anchored around deep learning, it also learns to adapt to their habits over time. Unveiled during that year’s CES, it followed the company’s antiquated ‘Comand’ system. Building on that, MBUX converges a touchscreen, thumbpads and several touch-sensitive buttons to upgrade to a new UI on the steering wheel. According to a report, it also integrates other features into MBUX, including the capabilities to receive messages about bad roads, petrol prices, weather information, vehicle location, and even allows changing of climate control settings – all directed either by natural-speech voice commands or the upgraded UI.
The CEO of Daimler Ola K?llenius calls this AI-powered digital assistant a ‘very good butler’ since it learns and adapts to the driver’s preferences over time. Through deep learning, it travels through layers of ideas until it has learnt from these concepts and begins to independently seek out new knowledge.
MERCEDES-BENZ Takes the Vision AVTR on a Road Test: Welcome to the Future
In January this year, at the 2020 edition of the Consumer Electronics Show (CES 2020), Mercedes-Benz introduced a new concept of autonomous, electric vehicle aptly named Vision. The Vision AVTR, it turns out, is more than just a pusher concept.
The Vision shows Mercedes-Benz’s vision of the future, but also marks the marque’s first foray of the kind into the movie industry, having been inspired by James Cameron’s Avatar movie. That’s where the name AVTR comes from, but it also stands for Advanced Vehicle Transformation. Because Vision is no regular vehicle: it connects to the humans inside on an organic level, without the need for spoken commands, buttons or controls, and it’s the closest thing to a living organism.
Let's take a quick look of this new future vision in this video.
Take a look : VISION AVTR
Thus , AI capabilities not only add a comfort feature as demonstrated by Mercedes and many other comapnies , but can also be developed to add an important safety feature to existing cars as well. Many of these technologies might be difficult to develop, but nevertheless, it displays the limitless possibilities of AI in the automotive industry.
Hope you like it.
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3 年Which machine learning language was used for making VISION AVTR?
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