The neural network was trained to copy movements of people from videos on YouTube

Date:

2018-10-11 18:45:07

Views:

3541

Rating:

1Like 0Dislike

Share:

The neural network was trained to copy movements of people from videos on YouTube Source:

Today, the main methods of creating realistic animation of virtual creatures are skeletal animation and the infamous Motion Capture (mocap). However, experts are constantly in search of new lower quality, but cheaper ways. And, quite possibly, this may help the neural network. One of them recently trained to recognize the movements of people and transfer them to virtual characters. Perfect for any video. Even a YouTube video.

For the development of responsible scientists from the Laboratory of research in artificial intelligence at the University of California at Berkeley (USA) and the University of British Columbia (Canada). The new algorithm is called DeepMimic was created in early 2018, but the full presentation was held only recently at the conference SIGGRAPH Asia in 2018. According to the authors,

"Our approach is based on a thorough analysis and evaluation of certain poses and events. Neural networks with deep machine learning can perform qualitative analysis of any movements from publicly available sources such as YouTube. It has a huge potential for the development of tools for a quick and simple animation, just by requesting the video with the desired behavior on the Internet. Our algorithm is able to explore a wide range of skills including acrobatics and martial arts."

The algorithm works is quite simple: the system "looks" video, which is performed a certain action. Then the movie is broken down frame by frame and for each frame created a three-dimensional model. After that all models are "connected", and a special subroutine monitors the ligaments between them and removes artifacts and smoothes out the "choppy" animation.

To Evaluate the performance of the algorithm, you can demo video is available below. But I want to add that the result was really impressive, provided that it is not, of course, pre-prepared videos, and random videos from the Internet.

To Discuss new technology to create animation and other news, you can in our

Recommended

The Oculus zuest 2 virtual reality helmet for $300. What's he capable of?

The Oculus zuest 2 virtual reality helmet for $300. What's he capable of?

Why is the new Oculus zuest 2 better than the old model? Let's work it out together. About a decade ago, major technology manufacturers introduced the first virtual reality helmets that were available to ordinary users. There were two ways to find yo...

The mysteries of neurotechnology - can the brain be used as a weapon?

The mysteries of neurotechnology - can the brain be used as a weapon?

DARPA has launched the development of a neural engineering system to research a technology that can turn soldiers into cyborgs Despite the fact that the first representatives of the species Homo Sapiens appeared on Earth about 300,000 - 200,000 years...

What materials can be used to build houses on Mars?

What materials can be used to build houses on Mars?

Marsha constructions n the surface of the Red Planet SpaceX CEO Elon Musk is hopeful that humans will go to Mars in the next ten years. Adapted for long flight ship Starship is already in development, but scientists have not yet decided where exactly...

Comments (0)

This article has no comment, be the first!

Add comment

Related News

Almost all graphene available on the commercial market, was a fake

Almost all graphene available on the commercial market, was a fake

Despite all the hype , all of its properties and promises of scientists, you may be surprised by the fact that this material is still not used everywhere. As it turned out, this is not surprising. An international group of scienti...

Masternode simple language. How to choose masternode and how much it can earn

Masternode simple language. How to choose masternode and how much it can earn

In September in the world of cryptocurrencies the new coin — ANON. It was a fork of Bitcoin and Zclassic and promises users an unprecedented level of privacy. But another surprise: at first, masternode ANON showed an 1800% ROI. It...

Created material, 1 gram of which

Created material, 1 gram of which "fit the field"

Imagine a football field. In the background you'll seem short. Now, try to imagine that this enormous size of a flat football field to fit on a smaller area. What is the minimum size will be able to achieve? You will be surprised...

Artificial meat will be produced from the same

Artificial meat will be produced from the same "material" and the packaging of goods in IKEA

There is a company called Ecovative. It has been a long time and has been producing biomaterials to replace plastics and similar substances for the preservation of the environment. One of the major partners of Ecovative is a world...

Developed a way of storing solar energy for 18 years

Developed a way of storing solar energy for 18 years

Solar energy is, no doubt, a very promising technology, and besides, still and environmentally friendly. But there is one problem: energy storage. If its just not use – losses will be very significant. Of course, you can use Li-io...

Shows the first passenger capsule the Hyperloop Transport Technologies

Shows the first passenger capsule the Hyperloop Transport Technologies

it has been over three years since Elon Musk introduced the world to the futuristic design of the future transport called Hyperloop. At first the idea seemed fantastic, but we are getting closer and closer to the realization of th...

GENECIS: project for processing of food waste into bioplastics for 3D printing

GENECIS: project for processing of food waste into bioplastics for 3D printing

food waste management is probably one of the most important problems concerning the environment. And if the discharge of substances from the combustion or gasoline engines in theory possible to do something radically abandoning th...

Physicists have learned to transfer qubits on a conventional fiber optic cable

Physicists have learned to transfer qubits on a conventional fiber optic cable

quite a lot of research done on the subject of the transmission of a quantum signal and even conducted a successful test of this technology. However, with all the potential advantages of quantum computers and quantum information n...

Developed effective the battery from solar panel and running the battery

Developed effective the battery from solar panel and running the battery

One of the major drawbacks of alternative energy is that it happens intermittent and the same solar energy greatly depends on weather conditions. Despite the relatively good level of development of solar panels, this technology ca...

Found a way to transmit thoughts from one person to another

Found a way to transmit thoughts from one person to another

Send a brain signal from one person to another has long been described in various works of fiction and, as often happens, technology was quite feasible. Because for a long time already invented sensors for recording brain activity...

Virtual Singapore launched the most ambitious digital project in the history of

Virtual Singapore launched the most ambitious digital project in the history of

Singapore is one of the most technologically advanced cities in the world, and in the future in this field his position, most likely, will be strengthened. In addition to testing the most recent developments like unmanned flying v...

Cyclists rode from France to China on solar energy

Cyclists rode from France to China on solar energy

If the cars could be powered only on solar energy batteries, all drivers would have been happy. Unfortunately, at the moment this type of food is difficult to implement, because the car is impossible to install the large solar pan...

Began testing the most effective engine for elektrozapalom

Began testing the most effective engine for elektrozapalom

Electric vehicles are already far not new. And if electric cars like the Tesla still not as frequent guests on the streets of our cities, here electric motorcycles, bicycles, and scooters gyrometer can be found almost everywhere. ...

That will replace lithium-ion batteries?

That will replace lithium-ion batteries?

all new electronic devices, whether it's Xs or a brand new iPhone cheap smart bracelet for $ 1, ordered in the famous Chinese online store, have one thing in common: they all are powered by lithium-ion batteries. Moreover, with th...

New polymer sensors will detect even small amounts of toxins in drinking water

New polymer sensors will detect even small amounts of toxins in drinking water

In today not very good ecological situation, to find clean drinking water – not an easy task as it seems. Of course, there are many ways of purification of water from harmful impurities, but not all of them (not always) you can fi...

NASA is testing miniature satellites to track storms

NASA is testing miniature satellites to track storms

To monitor climate change and preparation of weather forecasts have long been used various monitoring tools like the surface of the Earth and from the air. And speaking of the weather satellites, most of them are extremely bulky d...

Virtual reality system will replace the controls of combat fighters

Virtual reality system will replace the controls of combat fighters

the British company BAE Systems, engaged in technologies in the field of weapons, information security, and aerospace sector, is going to develop the cockpit of a fighter of new generation, where the usual controls are replaced wi...

#news high technology 262 | Russian SpaceX and the first train on hydrogen

#news high technology 262 | Russian SpaceX and the first train on hydrogen

Every Monday in the new issue of "News of high technologies" we summarize the results of the last week, talking about some of the most important events, the key discoveries and inventions. Today — about the new iPhone, the t...

The electronic skin, sensitive to even a breath of wind

The electronic skin, sensitive to even a breath of wind

Scientists from all over the world already not the first year working on the creation of "synthetic" or e-skin, the application of which can be found not only in robotics but also in the creation of prostheses, ultra-sensitive sen...

At MIT create a battery that absorbs carbon dioxide

At MIT create a battery that absorbs carbon dioxide

Carbon dioxide, one of the main waste production, can serve as fuel for the batteries of the new type. At least, so say experts at the Massachusetts Institute of Technology (MIT), which engaged in creation of such a battery. toda...