Nvidia unveils AI tools for training robots and supporting creators

Achaoui Rachid
0

SIGGRAPH presentations introduced generative artificial intelligence set by Nvidia at the recent presentation. These tools include application that are more of ‘hands-on’ and that are designed to improve the automation features and the generation of contents.

Nvidia unveils AI tools for training robots and supporting creators

Nvidia Unveils New AI Tools for Humanoid Robotics at SIGGRAPH


At the conference, Jensen Huang, the head of Nvidia, also shared detailed information about the company’s topical position as the leader in the creation of AI solutions. Huang also expounded on his company’s chip and processor leadership positioning plus, new-age generative AI innovations.


According to Huang, the company’s ambition is to transform generative AI tools into one entity, tie in 3D content creation and virtual worlds into that entity and itself and ultimately help one get into the other. This integration will enable a different service delivery to clients and create smarter business sector solutions.


During the conference, Nvidia’s company presented a new set of technologies and services that are specially designed to help in creation of humanoid robots. The concept of new generation services was introduced under the NVIDIA NIM brand which includes frameworks for simulation and robotics training. Also, there is the NVIDIA OSMO service provided, which is useful to organize and balance the fulfillment of sequential tasks.


One of the new technologies, which Nvidia demonstrated is the MimicGen NIM service that allows the developers to create a number of motion data that robots can emulate. This data is generated with directional computing gadgets like the Apple Vision Pro, where engineers carry out the preferred motions and then record them onto Nvidia’s service, which assists mimic these motions in real time.


It also released the Robocasa NIM service that helps in the creation of robot tasks and simulators using OpenUSD. Thus, this framework enables the construction and distribution of 3D worlds in a proper manner.


Also, the requirement and support of the robot training process and workflow optimization as parts of the OSMO service leads to cutting the required development time and increasing the speed of implementation into reality.


Advancing Humanoid Robotics: Nvidia’s Comprehensive Solutions and Developer Program


Nvidia has launched the new NVIDIA Isaac Sim platform which is based on the Omniverse platform. It is dedicated to establishing efficient environments for simulation for the training of robots by these developers. Also, it is possible to test and optimize as many robotic behaviors as needed within the established virtual environment with Isaac Sim. This simulation capability is very important for building high level intelligent robots that can work in different and challenging environment.


Apart from Isaac Sim, the Nvidia has the NVIDIA Jetson™ Thor robotics computers. These are high-performance machines designed for running of high-end models and algorithms that are important for complex operation of robotic systems. Thanks to the presented high-performance processors, Jetson™ Thor systems allow for the implementation and utilization of complex models in real-time, which allows robots to solve problems as accurately as possible.


Combined, Isaac Sim and Jetson™ Thor cover most of the development needs of humanoid robots for a developer. The mixture of block-based simulation and actual execution enables one to develop robotic systems and better assess and refine them. This form of integration is essential in order to overcome these obstacles which increasing the complexity of the robots that must safely and efficiently interact with people and surroundings.


A lot of firms have signed up for the NVIDIA Humanoid Robot Developer Program which shows the relevance and demand for this program in robotics. Some of the programs participants are 1x, Boston Dynamics, ByteDance Research, and Field AI, among others. Being a part of this program these companies obtain early access to the newest technologies and innovations NVIDIA offers, which in turn is vital for any company evolving in the robotics industry.


The program also stands inclusive of NVIDIA NIM Microservices that are central to boosting the creation of humanoid robots. These microservices offer the following functionalities which help in the integration of various advanced features and capabilities into the robotic structures. Thus, the considered services help improve the efficiency of operation of robots created by developers and accelerate the introduction of new solutions.


All in all, it can be concluded that NVIDIA Humanoid Robot Developer Program is a useful platform for organizations that want to be at the forefront of robotics technologies. This benefits the fast development of humanoid robots since participants can access the best tools that are currently available in the market. Further and as the program progresses more growth is expected and key improvements will be realized on new mechanisms on robotics for both developers and the consumers.

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