Industry Research: Advantages of FPGA Over GPU: Lower Power Consumption

Industry Research: Advantages of FPGA Over GPU: Lower Power Consumption

Click the blue text above to follow for more exciting content. This article contains a total of 825 words, and reading it will take about 2 minutes. The power consumption of GPUs is very high because they cannot effectively utilize on-chip memory and need to frequently read from off-chip DRAM. Although their advantage in throughput … Read more

Industry Research: Universal Chip FPGA – (21) Downstream Applications of FPGA in Data Centers & AI Fields

Industry Research: Universal Chip FPGA - (21) Downstream Applications of FPGA in Data Centers & AI Fields

Click the “blue text” above to follow for more exciting content. This article contains a total of 1444 words, and reading the full text will take about 4 minutes. Data centers & AI are the third largest application market for global FPGA chips, accounting for 15%. As an emerging application market, it is expected to … Read more

Tutorial | Installing MaSIF-neosurface on Linux: A Geometric Deep Learning Method for Protein Surface Interaction Fingerprinting

Tutorial | Installing MaSIF-neosurface on Linux: A Geometric Deep Learning Method for Protein Surface Interaction Fingerprinting

Introduction MaSIF-neosurface is a computational tool aimed at learning new surfaces (neosurfaces) of protein-small molecule complexes, designed to identify potential binding regions within the new surface structures formed after protein binding with small molecules. This method proposes a deep learning-based protein design strategy that can be used to develop artificial proteins capable of specifically recognizing … Read more

Object Detection Without OpenCV? Achieve It with Just 10 Lines of Python Code!

Object Detection Without OpenCV? Achieve It with Just 10 Lines of Python Code!

Produced by Big Data Digest Compiled by: Zhu Yihui, Xue Qing, Xiao Yu Can object detection be achieved with just 10 lines of code?! The author of this article and his team have built a Python library called ImageAI, which integrates popular deep learning frameworks and computer vision libraries. This article will guide you step-by-step … Read more

Successful Deployment of Deep Learning Gait Recognition Algorithm on Allwinner V853 Platform

Successful Deployment of Deep Learning Gait Recognition Algorithm on Allwinner V853 Platform

Student Xin Zhe from the research group successfully ported the deep learning gait recognition algorithm GaitSet to the Allwinner V853 development board as part of his undergraduate thesis titled “Research on Gait Recognition Based on Embedded Systems”. This study was tested on the CASIA-B dataset, achieving a gait recognition accuracy of 94.9% under normal walking … Read more

Successful Deployment of Deep Learning Gait Recognition Algorithm on Allwinner V853 Platform

Successful Deployment of Deep Learning Gait Recognition Algorithm on Allwinner V853 Platform

Xinzhe Xin from the Communication Research Group at Beijing Institute of Technology successfully ported the deep learning gait recognition algorithm GaitSet to the Allwinner V853 development board as part of his undergraduate thesis titled “Research on Gait Recognition Based on Embedded Systems.” This study was tested on the CASIA-B dataset, achieving a gait recognition accuracy … Read more

The Role of C Language in Deep Learning: Methods and Examples

The Role of C Language in Deep Learning: Methods and Examples

The Role of C Language in Deep Learning: Methods and Examples In the field of deep learning, Python is often the preferred programming language due to its vast ecosystem and rich library support. However, in certain specific scenarios, the C language is particularly important due to its high performance and low-level control capabilities. In this … Read more

Embedded AI Biweekly Briefing Issue 1

Embedded AI Biweekly Briefing Issue 1

Embedded AI Biweekly Briefing (2017-07-24) Click the link at the end of the article to read the original text and jump to our biweekly briefing homepage, where you can read the version with item hyperlinks. Industry News OpenBLAS releases version 0.2.20 Clarifai launches SDK for training AI on your iPhone | VentureBeat We ported CAFFE … Read more

What is NPU? Why Must AI PCs Have NPU?

What is NPU? Why Must AI PCs Have NPU?

In the past, we talked about two important hardware components in computers, namely the CPU (Central Processing Unit) and GPU (Graphics Processing Unit). Now, we are increasingly discussing NPU. So, what is NPU? 01What is NPU? Many people are familiar with CPUs and GPUs, but not so much with the recently popular NPU. In fact, … Read more

Integration of PLC and Deep Learning Algorithms: Achieving a 45% Increase in Anomaly Detection Accuracy!

Integration of PLC and Deep Learning Algorithms: Achieving a 45% Increase in Anomaly Detection Accuracy!

Introduction Hello everyone! Today, I want to share with you a technological breakthrough that is exciting the field of industrial automation — the integration of PLC and deep learning algorithms. Don’t worry, I won’t bombard you with obscure terminology, but will use the most straightforward language to help you understand this game-changing technology combination.Trust me, … Read more