NVIDIA helps Xbot coffee robot from Yingzhi Technology make coffee with natural semantic personalized printing

Case Introduction

In today's era, the combination of and has brought unprecedented changes to various industries. The xbot coffee robot under inSpe is an outstanding representative of this change. By deeply integrating the basic capabilities of NVIDIA RTX and NVIDIA CUDA architecture, the xbot coffee robot realizes the customized coffee latte art printing function under the generative AI natural semantics. This not only subverts the traditional coffee production method, but also allows consumers to enjoy the personalized printed coffee experience generated by natural semantics. This innovative application has become a model for the combination of robots and generative AI technology worldwide.

Faced with rising labor costs and growing demand for personalization in the market, the xbot robotics team leveraged the efficient computing power of NVIDIA RTX GPUs to improve the robot's natural language processing and image generation capabilities when making printed coffee, providing consumers with more personalized services.

Facing the computational challenge

The Xbot team faced a number of challenges in implementing the natural semantics-controlled coffee art printing function. First, processing natural language data requires powerful computing power and efficient semantic extraction. Second, converting the extracted semantic information into high-quality coffee art patterns requires a lot of image processing, which is also a computationally intensive task. To achieve real-time generation and printing of patterns, the entire process also needs to be smooth and accurate.

NVIDIA helps realize Natural semantic control of coffee art printing

To address the above challenges, the xbot robot team used NVIDIA RTX GPU and CUDA architecture to build a local large language text model. With the powerful computing power of GPU and the efficient parallel processing capability of CUDA, the model can quickly process large amounts of natural language data and generate high-quality images. At the same time, by collaborating with sub-millimeter precision arms and other equipment, the xbot robot can achieve pixel-level restoration and print out coffee patterns.

Specifically, when a user issues an open voice command through the smart central control inSight, the command information is transmitted to the local big language model for processing. The model generates the corresponding coffee latte art pattern based on the command content, and converts and optimizes the image by calling the locally deployed A. Finally, the optimized pattern is transmitted to the industrial robot arm and coffee machine equipment. The robot arm operates according to the precise position of the pattern, and the coffee machine is responsible for making coffee with latte art patterns. Connecting a coffee printer can print rich and customized patterns.

With the technical support of NVIDIA, the xbot robot has successfully realized the customized coffee latte art printing function under the generative AI natural semantics. This function not only improves the robot's intelligence level, but also brings a new coffee experience to consumers. Users can enjoy personalized latte art service by simply using simple voice commands or taking photos.

In addition, this function has also had a profound impact on the coffee industry. Traditional coffee shops need to rely on professional baristas to make latte art, but the emergence of the xbot robot has broken this limitation. Even in scenarios where there are no professional baristas, such as sales offices, hotels, supermarkets, exhibition halls, 4S stores, office buildings, schools, etc., xbot can provide master-level latte art capabilities. This undoubtedly brings new opportunities for the innovative development of the coffee industry.

"With NVIDIA's advanced technical support, we have closely integrated the large language model with the xbot coffee robot, aiming to create a new experience of embodied intelligence in the consumer field that combines robots with life scenarios. In the future, various devices can be easily controlled through natural language, whether it is manipulating a robotic arm to complete delicate tasks, or home assistant robots cooking, raising children and health care indoors, all will become within reach." Tang Mu, CEO of Yingzhi, said, "This year we have also joined the NVIDIA Startup Accelerator Program, and will have more exchanges and linkages in technology and the market, explore more application scenarios of cutting-edge technologies, and provide consumers with a more intelligent and convenient service experience."

inSpace is a leading company focusing on AI and technological innovation. It has an elite team from technology companies such as Xiaomi and Tencent, and has full-chain software and hardware R&D capabilities. Over the years, inSpace has been committed to combining cutting-edge technologies with commercial applications to provide solutions for home and commercial space intelligence.

Xbot is a new company under Yingzhi Technology that focuses on robot design and development and robot consumer service scenario applications. It has always been adhering to the Internet gene and integrating the full-chain technical capabilities of robots and AI. Globally, Xbot robots have been successfully applied in a variety of scenarios. Xbot has reached in-depth cooperation with many local governments and many leading domestic and foreign companies, and its products are exported to Hong Kong, the Middle East, South Korea, Australia and other regions and countries.

Review editor: Liu Qing