Deep Learning

OSDDY: A Small Drone Target Monitoring and Detection System Based on Embedded Systems and Deep YOLO Algorithm

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OSDDY: A Small Drone Target Monitoring and Detection System Based on Embedded Systems and Deep YOLO Algorithm

Click the blue text Follow us Follow and star Never get lost again Computer Vision Research Institute Public Account ID｜Computer Vision Research Institute Learning Group｜Scan the code on the homepage to get the joining method Article link:https://link.springer.com/article/10.1186/s13640-021-00559-1 Column of Computer Vision Institute Computer vision is an interdisciplinary field used for target detection. Target detection is … Read more

Industry Insights | NPU: The Chip Revolution Driving AI Development

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Industry Insights | NPU: The Chip Revolution Driving AI Development

In recent years, with the development of artificial intelligence (AI), the Neural Processing Unit (NPU) has gradually become a focal point as an emerging computing chip technology. Compared to traditional Central Processing Units (CPUs) and Graphics Processing Units (GPUs), NPUs offer significant advantages in efficiency and low power consumption, providing new possibilities for AI application … Read more

A Complete Guide to Accelerating PyTorch on Mac M1 Chip with 5-7 Times Speed Improvement

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A Complete Guide to Accelerating PyTorch on Mac M1 Chip with 5-7 Times Speed Improvement

In May 2022, PyTorch officially announced support for model acceleration on Mac with M1 chip. Official comparison data shows that the training speed on M1 can be accelerated by an average of 7 times compared to CPU. Wow, without needing a separate GPU, I couldn’t wait to get my hands on an M1 MacBook to … Read more

PCBA Visual AI Inspection Technology: The Intelligent Engine of Future Manufacturing

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PCBA Visual AI Inspection Technology: The Intelligent Engine of Future Manufacturing

Click the blue text above to follow us With the continuous development of the electronic manufacturing industry, the requirements for production processes are becoming increasingly refined. Visual inspection, as an important part of the inspection process, traditional manual inspection methods are not only inefficient but also prone to human error. In recent years, the topic … Read more

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

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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

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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

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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!

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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

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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

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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