Provecta Computatione

Beyond numbers, embracing complexity and deciphering the unseen.

This «mate» my day :-)

This «mate» my day :-)

0:00/1×0:00/1× Source: https://weibo.com/hwrichardyu

Transforming natural language to system shell commands

Large Language Models

Transforming natural language to system shell commands

Executing commands in a system shell can be complex, with challenges such as combining multiple commands, dealing with numerous parameters per command, or using regular expressions. The Python script 'yolo-ai-cmdbot' offers a reliable solution to these challenges. It empowers users to make queries in plain English and translates them into

State of AI Report 2022

State of AI Report 2022

The new state of AI report is out. The blog post lists my key takeaways.

The emergence of AI-generated images

The emergence of AI-generated images

Through the progress of DALL·E 2, MidJourney and Stable Diffusion are entering a new age of image generation driven by artificial intelligence.

Text-to-speech synthesis

Text-to-speech synthesis

By 2026, conversational AI within contact centres will automate one in 10 agent interactions, saving $80 billion in labour costs, facilitated by key technologies like text-to-speech synthesis, as demonstrated in a Python project converting text to voice-over audio.

Variational Graph Auto-Encoder (VGAE)

Variational Graph Auto-Encoder (VGAE)

Our researchers Tao Wu and Salli MOUSTAFA, PhD enabled Variational Graph Auto-Encoder (VGAE) on our technology platform. T. N. Kipf and M. Welling proposed the model to make link predictions of network-structured data. The training and inference source code can be found in the following source code repository. We hope

Da Vinci - A Scaleable Architecture for Neural Network Computing (updated v7)

In this presentation, we introduce microprocessor trends, describe two distinct eras of computing usage in training AI systems and show the wide variety of computing architectures in computer science. We also explain our advanced computing and artificial intelligence product portfolio, which focuses on innovation, continuous dedication and backward compatibility. The

Perhaps this is you!

We are looking for amazing teammates who could join us and take us to the next level in artificial intelligence and high-performance computing. If you could imagine yourself in that position, then apply now! Check out our job openings. * (Senior) Software Architect for Advanced Computing (m/f/d) * Senior AI

Graph Convolutional Network (GCN)

Graph Convolutional Network (GCN)

Graph Neural Networks (GNNs) have gained immense popularity as a new methodology of analysing graphs, similar to how we use deep learning to process images. GNNs can process many real‐world datasets, which inherently have graph structures. They also provide application scenarios in different domains, from recommendation systems to road

We are looking for a PhD student for artificial intelligence who would like to do an internship at our Munich Research Center

Job description Job description 2.pdf 2 MB download-circle

We are looking for a PhD student for Arm vectorization/HPC who would like to do an internship at our Munich Research Center

Job description Job description 1.pdf 347 KB download-circle

A fireside conversation with the pioneer of computer science

A fireside conversation with the pioneer of computer science

To young talents and fresh graduates! Please join our fireside conversations with John Hopcroft—a pioneer of computer science and Turing award winner. This event is the first appointment of a fantastic series to explore career progression themes within computer science and artificial intelligence.We will have an exclusive live

100 Faces of Huawei (part 3)

The third episode of "100 Faces of Huawei" starts with an epic drone video footage of our new Ox Horn research and development campus. Then, it shows how 5G will interconnect cities and revolutionize our industrial world. Also, it gives insights into our smartphone manufacturing and design process. Last, it

100 Faces of Huawei (part 2)

In the second episode of "100 Faces of Huawei", Japanese director Takeuchi Ryō shows how we are using artificial intelligence to improve the check-in/security process of the Shenzhen airport, the work situation for tower crane operators of the port in Shenzhen and how to protect the wildlife of the

100 Faces of Huawei (part 1)

There are two sides to every coin. It is wonderful to see that Japanese director Takeuchi Ryo had the opportunity to give insights into our company, our working culture and international employees, like me.

Huawei Annual Report 2020

We just published our 2020 annual report and can announce that the numbers are in line with the marginal growth we forecasted. The sales revenue weighed in at CNY 891.4 billion ( $136.7 billion) with a net profit of CNY 64.6 billion ($9.9 billion). Despite the US

Prediction of protein subcellular localization

Use deep learning tools to accurately identify the organelles where proteins are located in human protein fluorescence micrographs.

Retinal blood vessel segmentation in the eyeground

The fundus retinal blood vessel segmentation application was developed for the Atlas 200 DK inference system.

Ten predicted trends shaping data centre facilities

The 2025 Huawei trend forecast gives you the lowdown on data centre facilities five years from now. From 2010 to 2019, the data centre industry experienced exponential growth. The move towards hybrid IT continues as the balance between on-premise facilities, colocation and cloud services becomes more pronounced. The rapid development