💼 productive forces

Genie Studio

The embodied intelligence one-stop development platform released by Zhiyuan Robot covers the entire link from data collection to model inference.

#AI
#robot
#Model training
#Development platform
#Data collection
#Model reasoning
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Genie Studio

Product Details

Genie Studio is a one-stop development platform specially created by Zhiyuan Robot for embodied intelligence scenarios. It has full-link product capabilities including data collection, model training, simulation evaluation, and model reasoning. It provides developers with standardized solutions from ‘acquisition’ to ‘training’ to ‘testing’ to ‘push’, which greatly lowers the development threshold and improves development efficiency. The platform promotes the rapid development and application of embodied intelligence technology through efficient data collection, flexible model training, accurate simulation evaluation and seamless model reasoning. Genie Studio not only provides powerful tools, but also provides support for the large-scale implementation of embodied intelligence, accelerating the industry's leap to a new stage of standardization, platformization, and mass production.

Main Features

1
Provide data solutions covering the entire life cycle of data, efficiently collect massive data, and have a single machine with a daily production capacity of up to 1,000 items, providing high-quality data support for model training.
2
Provide self-developed and mainstream open source robot base models, open up training, fine-tuning, quantification, and deployment links, lower the training threshold, and support collaborative training of open source/private data sets
3
Provides simulation evaluation capabilities, with 6000+ object assets and simulation scenarios, enabling user-side scene reconstruction, expert trajectory data acquisition, and visualization of evaluation results to help quickly verify algorithm performance and optimize models
4
Provides 'one-click real machine deployment' capability to easily realize seamless migration of algorithms from the cloud to the real machine environment, improving single-card inference performance 2-3 times compared to traditional solutions, accelerating the large-scale implementation of embodied intelligence
5
Supports multi-ontology and multi-terminal device management, and provides full-process functional services, including batch templated data acquisition task generation, full-link annotation and visual review, data set management, etc.
6
Equipped with a distributed architecture data pipeline, it can efficiently complete data cleaning, anomaly detection and other processing, and supports dual modes of real-time processing and offline processing to ensure that massive data can be "ready to use"
7
Equipped with VR and keyboard remote operation functions, it supports quick verification of real machine remote operation functions during simulation and accurate evaluation results. The error between the GO-1 model simulation test results and the real machine results is less than 5%.
8
Integrate key capabilities such as model compiler, GDK real machine control system, low-code development system, application development framework, and application release system to build an ‘algorithm-deployment-management’ closed loop

How to Use

1
Visit the Genie Studio official website to learn about platform features and usage guides
2
Register and log in to the platform, create a project and select suitable robot models and data sets
3
Use the data collection module to collect or import multi-modal data according to project needs
4
Use the model training module to select pre-trained models or custom models for training and fine-tuning
5
In the simulation evaluation module, build simulation scenarios and perform algorithm performance evaluation and optimization
6
Through the model inference module, the trained model can be deployed to the real machine environment for actual testing with one click.
7
Based on evaluation results and actual test feedback, further optimize models and algorithms to achieve iteration and improvement of embodied intelligent applications.

Target Users

Genie Studio is suitable for robot developers, scientific research institutions, universities and companies engaged in embodied intelligence research and application. It provides these users with a one-stop development platform that can help them efficiently carry out data collection, model training, simulation evaluation and model reasoning, thereby accelerating the development and application of embodied intelligence technology. Through Genie Studio, users can get rid of the shackles of data islands and computing power, let robots continue to evolve in an intertwined virtual and real environment, and promote the transformation of embodied intelligence from code executors to environment perceivers.

Examples

✓

Robot developers use Genie Studio to quickly develop and deploy embodied intelligence algorithms to improve robots' ability to operate in complex environments.

✓

Scientific research institutions conduct embodied intelligence research through Genie Studio to accelerate the transformation process from laboratory to practical application

✓

Universities use Genie Studio to carry out embodied intelligence teaching and scientific research projects to cultivate professionals in related fields

Quick Access

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Categories

💼 productive forces
› Development platform
› Model training and deployment

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