Computer Vision

Real-Time Efficient Dense Optical Flow Accelerator Based on FPGA: Empowering Intelligent Perception and Navigation

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Real-Time Efficient Dense Optical Flow Accelerator Based on FPGA: Empowering Intelligent Perception and Navigation

Real-Time Efficient Dense Optical Flow Accelerator Based on FPGA Yutai Feng, Wenyang Xu, Fan Chen, Jiaxing Wang, Yongming Tang, Hao Sun (Southeast University, School of Electronic Science and Engineering) Abstract: The optical flow method constructs a dense motion field representation by analyzing pixel displacement between frames, enabling the quantification of the motion direction and speed … Read more

Eagle Eye Sees More Smiles! The 90s Generation in Tangshan Drives Innovation in Robot AI Vision Technology

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Eagle Eye Sees More Smiles! The 90s Generation in Tangshan Drives Innovation in Robot AI Vision Technology

March 31 st Sunday ▼▼▼ The 90s Generation in Tangshan Drives Innovation in Robot AI Vision Technology Eagle Eye Sees More Smiles On March 27, at the Eagle Eye Intelligent Machine Vision Application Industrialization Base, Yuan Kuan (right) is testing product performance with a technician.Photo by Shi Yuan, Hebei Daily On March 27, in the … Read more

Research and Design of Digital Recognition Algorithm for Electronic Blood Pressure Monitors Based on Computer Vision

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Research and Design of Digital Recognition Algorithm for Electronic Blood Pressure Monitors Based on Computer Vision

Click the blue text to follow us READINGAbstract In response to the recent regulations issued by the National Medical Products Administration, which will comprehensively ban the use of mercury sphygmomanometers, and the current situation where electronic blood pressure monitors need regular calibration and quality testing, this paper proposes an intelligent algorithm based on digital image … Read more

A Novel Label-Free Method for High-Throughput Single-Cell Analysis Integrating Computer Vision and Microfluidics

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A Novel Label-Free Method for High-Throughput Single-Cell Analysis Integrating Computer Vision and Microfluidics

Hello everyone, today I would like to share a paper published in 2023 in Microsystems & Nanoengineering, titled “Computer vision meets microfluidics: a label-free method for high-throughput cell analysis”. This study reviews the integration of microfluidic chips with computer vision, which has great potential in the analysis of single-cell imaging data. A key advantage of … Read more

The Major Trends in Embedded AI Vision: Ubiquity and Multimodality

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The Major Trends in Embedded AI Vision: Ubiquity and Multimodality

Click the blue text to follow us Every year before the Embedded Vision Summit, the author tries to reflect on the big picture of embedded AI and computer vision. This year, on the 15th anniversary of the summit, two trends are clearer than ever. First, AI and computer vision applications are moving from the laboratory … Read more

Techniques to Address Overfitting in Donkey Car Neural Network Autonomous Driving Agents and Achieve Robustness

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Techniques to Address Overfitting in Donkey Car Neural Network Autonomous Driving Agents and Achieve Robustness

June 4, 2019 Original Author: Felix Yu, Source: https://flyyufelix.github.io/2019/06/04/pixmoving-hackathon.html Using style transfer as a data augmentation technique to improve model robustness 1. Introduction During my time in the United States last year, I attended several Donkey Car meetups and noticed that Donkey Cars using end-to-end neural networks (i.e., directly outputting steering and throttle) performed worse … 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

Raspberry Pi AI HAT+: Unleashing AI Superpowers with 26 TOPS from Scratch

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Raspberry Pi AI HAT+: Unleashing AI Superpowers with 26 TOPS from Scratch

Previous Issue: The AI HAT+ occupies all GPIO pins, and I have already purchased the TOUCH Display 2. What should I do? Last time we discussed that the Display 2 uses a 32-bit system. This time, to use the AI HAT+ extension, I re-flashed the OS to a 64-bit system because the AI HAT+ 26 … Read more

A Step-by-Step Guide to Using OpenCV on Raspberry Pi

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A Step-by-Step Guide to Using OpenCV on Raspberry Pi

Click the card below to follow “Computer Vision Home” for the latest insights on visual/image processing! Get the latest updates on visual/image processing delivered to you! Creating products involves not only software but also hardware, which plays a crucial role. Specifically, in computer vision, we need compact edge hardware to deploy our object detection models … Read more

Comprehensive Analysis of Learning Pathways for Embodied Intelligent Robots

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Comprehensive Analysis of Learning Pathways for Embodied Intelligent Robots

1. Introduction Embodied intelligent robots, as a cutting-edge technology that integrates knowledge from robotics, artificial intelligence, cognitive science, and other fields, are gradually transforming our ways of living and working. From industrial manufacturing to home services, from healthcare to space exploration, embodied intelligent robots demonstrate tremendous potential. For those who wish to delve deeper into … Read more