Technology is going to completely change how we carry on with our day-to-day activities. Right now all over the world, we have technological research centers set up by companies and government agencies that are all working towards innovating new technologies. Ever since machine learning and artificial intelligence were discovered, a lot of agencies are working hard to get the most out of these incredible technologies.
Machine learning and artificial intelligence go hand in hand. With them there comes deep learning, perhaps the most talked about topic in artificial intelligence. Technology experts have realized what deep learning can do, which is one reason why it has been widely adopted in the medical science field, gaming, administration of cities, and computer science.
One of the biggest developments in technology is teaching machines to understand the human way of life. Deep learning has been crucial in these developments. The concept is still under the latter stages of development, but some technology companies have made huge breakthroughs with it.
So what is deep learning?
Deep learning is a subclass of machine learning that uses the concept of neural networks to enhance activities like vision, language, and speech recognition in computers and robots. In the last decade, the deep learning concept was just some paperwork, but now it has been put into practice. It is turning out to be the most critical field in the world of technology.
A few years ago, very few people imagined that there would come a time where computers would be performing tasks without human input. As deep learning becomes more popular, the need of qualified machine learning experts keeps on rising. If you need such experts, you can hire them from the Active Wizards Agency.
Below are some of the deep learning technologies that are taking the world by storm.
We have had quite a lot of road accidents that result from the carelessness of drivers. Motor companies are working on creating cars that are self-driving. Imagine cars capable of navigating busy streets without any human input.
Again, deep learning is essential in these developments. The cars will operate using deep learning mechanisms that will enable them negotiate corners, stay within the lanes, and stop in case they are close to another car. This will help to reduce accidents caused by fatigue or carelessness of drivers. By 2020, we could see the first robotic car on the road.
Google first released a demo of this technology at the 2018 Google I/O event. Ever since, the technology has been highly successful, making it very popular. Google Duplex technology can process natural language.
With Google Duplex, users can book hotel reservations and tables and also schedule appointments with a Google Assistant. The machine can engage in meaningful conversations with vendors on the other end. This technology uses recurrent neural networks from deep learning to push the conversation through.
Creating pieces of art
Using the Generative Adversarial Network (GAN) of deep learning, you can create a portrait that turns out to be a masterpiece. This network gives the portrait a realistic appearance. At the same time, the network can produce music and pictures. GAN contains a discriminator and generator networks that help in further enhancing the art that it produces.
Technology companies have been working on creating technologies that will enhance the human way of life. With deep learning, all of this hard work is now finally coming into reality.