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Advanced AI Model Elevates Road Pattern Recognition

In a recent study published in Applied Sciences, Chinese researchers developed an advanced version of the YOLOv8 model, named YOLOv8n, to enhance the accuracy of road pattern recognition for vision-guided robots. ....

Muhammad Osamamay , Susha Cheriyedath , Muhammad Osama , Research Findings , Applied Sciences , Elevates Road Pattern Recognition , Only Look Once , Road Pattern Recognition , Vision Guided Robot Based ,

A vision chip with complementary pathways for open-world sensing

Image sensors face substantial challenges when dealing with dynamic, diverse and unpredictable scenes in open-world applications. However, the development of image sensors towards high speed, high resolution, large dynamic range and high precision is limited by power and bandwidth. Here we present a complementary sensing paradigm inspired by the human visual system that involves parsing visual information into primitive-based representations and assembling these primitives to form two complementary vision pathways: a cognition-oriented pathway for accurate cognition and an action-oriented pathway for rapid response. To realize this paradigm, a vision chip called Tianmouc is developed, incorporating a hybrid pixel array and a parallel-and-heterogeneous readout architecture. Leveraging the characteristics of the complementary vision pathway, Tianmouc achieves high-speed sensing of up to 10,000 fps, a dynamic range of 130 dB and an advanced figure of merit in terms of spatial ....

Optik Photonik , International Conference On Computer Visionand Pattern Recognition , International Conference Proc , International Image Sensor Workshop , International Solid , International Conference On Computer Vision , Electron Devices , High Performance Silicon Imaging , Integrated Imaging , Vision Techniques , Industrial Inspection , Signal Processing , Digital Still Cameras , Computer Visionand Pattern Recognition , Computer Vision , Pattern Recognition , Vehicles Symposium , Def Con , Dataset Shift , Machine Learning , Mit Press , Stereoscopic Vision , Solid State Circuits Conference , Integrated Circuits Conference , State Circuits , Solid State Circuits ,

Multi-Robot System Enhances EV Battery Disassembly

A recent study in Robotics introduced an intelligent hybrid task planner for multi-robot disassembly of electric vehicle (EV) lithium-ion batteries. This system, tested with various trajectory-planning algorithms, demonstrated efficient and adaptable collaboration between robots, streamlining the battery recycling process and highlighting its potential for broader disassembly tasks in the circular economy. ....

Muhammad Osamamay , Muhammad Osama , Susha Cheriyedath , Research Findings , Multi Robot System Enhances , Only Look Once , Robot Task Planning , Efficient Battery Disassembly ,

BLOG: AI revolutionizes the future of food

Artificial intelligence (AI) finds its way into almost every aspect of Americans' lives. At the end of February, there was a minor scandal regarding fast food burger giant Wendy's tests with software-generated dynamic pricing in ....

United States , Wendy Fresh , Arthur Erickson , World Economic Forum , Domino Pizza , Electronics Engineers , Institute Of Electrical , Beth Neels , Only Look Once , Facebook Messenger , Chief Executive Officer , Open Pose , Media Decision ,