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Description

FLUX 3 Action is a versatile 7B world-action model aimed at enhancing action prediction for robotics and other environments with high latency demands. This model is built upon the multimodal FLUX 3 backbone and has undergone extensive pretraining on vast datasets encompassing images, videos, and audio, with a notable focus on video content. It then goes through a phase of joint video-action training and fine-tuning tailored to specific robotic applications and action frameworks. By utilizing instructions, visual input from cameras, and robot joint angles, FLUX 3 Action is capable of predicting motor commands alongside anticipated visual outcomes, enabling robots to perform actions, reassess their surroundings, and iterate on their plans. This approach contrasts with methods that treat visual prediction and control as separate processes, as FLUX 3 Action integrates future video predictions with action commands, effectively leveraging knowledge gained from extensive video pretraining to refine robot control mechanisms. Impressively, its single-step 7B model achieves a success rate of 38.3% on the RoboLab-120 benchmark, showcasing its effectiveness in real-world applications. Furthermore, this innovative integration of action and perception marks a significant advancement in the field of robotic control.

Description

Gemini Robotics 2 represents the intelligent framework developed by Google DeepMind for robots that can adapt and learn, featuring comprehensive body control, sophisticated dexterity, embodied reasoning, and the ability for multiple robots to collaborate effectively in the realm of physical AI. It encompasses three distinct models. The core of Gemini Robotics 2 is a vision-language-action model that transforms visual and linguistic inputs into precise motor actions, empowering humanoid and bi-arm robots to perform actions that range from walking to intricate fingertip movements. This system can seamlessly manage various activities such as walking, crouching, reaching, balancing, and manipulating objects, utilizing five-fingered hands or conventional grippers suited for delicate tasks. Additionally, the Gemini Robotics ER 2 functions as the central cognitive system, enabling interaction with humans, interpreting its environment, planning complex tasks that can unfold over several minutes, and coordinating with the VLA to track its progress, rectify mistakes, and facilitate collaboration among different robots. Ultimately, this innovation aims to enhance the capabilities of robots, making them more versatile and responsive to dynamic situations.

API Access

Has API Yes 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Gemini No 

Integrations

Gemini Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Black Forest Labs

Founded

2024

Country

Germany

Website

bfl.ai/models/flux-3-action

Vendor Details

Company Name

Google DeepMind

Founded

2010

Country

United Kingdom

Website

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

Product Features

Product Features

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