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What is Gemini Robotics 2?

Gemini Robotics 2 showcases an advanced framework crafted by Google DeepMind for the development of robots capable of learning and adapting, incorporating features such as comprehensive body control, advanced dexterity, embodied reasoning, and effective collaboration among multiple robots in the field of physical AI. This innovative system consists of three different models. At its foundation lies a vision-language-action model that converts visual and linguistic signals into accurate motor functions, enabling humanoid and bi-arm robots to execute a wide range of movements, from basic walking to complex fingertip gestures. The platform proficiently handles a variety of tasks, including walking, crouching, reaching, balancing, and object manipulation, employing five-fingered hands or traditional grippers ideal for delicate operations. Moreover, the Gemini Robotics ER 2 serves as the primary cognitive hub, facilitating human interaction, environmental interpretation, and strategic planning for complex tasks that may span several minutes, while also working alongside the VLA to monitor its performance, correct errors, and promote effective teamwork among various robotic units. Ultimately, the goal of this cutting-edge technology is to significantly enhance robots' functionalities, rendering them increasingly adaptable and responsive to ever-changing environments. As a result, Gemini Robotics 2 not only pushes the boundaries of robotics but also paves the way for future innovations in human-robot collaboration.

What is FLUX 3 Action?

FLUX 3 Action is a dynamic 7B model designed to improve action prediction in robotics and other high-latency environments. It is founded on the multimodal FLUX 3 backbone and has been rigorously pretrained on extensive datasets that include images, videos, and audio, with a significant emphasis on video materials. Following this, it enters a joint video-action training and fine-tuning phase that is specifically tailored for various robotic applications and action frameworks. By processing instructions, visual data from cameras, and robot joint angles, FLUX 3 Action can forecast motor commands while also anticipating visual results, allowing robots to execute actions, reassess their environment, and refine their plans accordingly. Unlike traditional methods that separate visual prediction from control, this model merges future video predictions with action commands, effectively using insights gained from its comprehensive video pretraining to enhance robot control strategies. Impressively, its single-step 7B model boasts a success rate of 38.3% on the RoboLab-120 benchmark, underscoring its practicality in real-world scenarios. Additionally, this novel fusion of action and perception represents a groundbreaking leap forward in the domain of robotic control, paving the way for more sophisticated and capable robotic systems. As technology advances, the implications of such an integrated approach could lead to even more intelligent and responsive robots in various applications.

Media

Media

Integrations Supported

Gemini

Integrations Supported

API Availability

API Availability

Has API

Pricing Information

Pricing not provided

Pricing Information

Pricing not provided

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

Google DeepMind

Date Founded

2010

Company Location

United Kingdom

Company Website

deepmind.google/blog/gemini-robotics-2-brings-whole-body-intelligence-to-robots/

Company Facts

Organization Name

Black Forest Labs

Date Founded

2024

Company Location

Germany

Company Website

bfl.ai/models/flux-3-action

Categories and Features

AI Models

Not specified

Categories and Features

AI Models

Not specified

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