Edge Devices

In the Era of Edge Large Models, How NPU Becomes the ‘Secret Weapon’ for AI Computing Acceleration?

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In the Era of Edge Large Models, How NPU Becomes the 'Secret Weapon' for AI Computing Acceleration?

As AI accelerates from the cloud to the edge, a digital intelligence revolution is quietly unfolding across all scenarios: #AI smartphones turn casual photos into artistic masterpieces in seconds, AI PCs can automatically handle tedious document processing, robots can perceive their environment in real-time and move flexibly, and smart cars can perform real-time traffic analysis … Read more

NTT Launches AI Inference Chip for Low-Power Video Processing at the Edge

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NTT Launches AI Inference Chip for Low-Power Video Processing at the Edge

NTT has launched an AI inference chip designed for video processing on edge devices and power-constrained terminals. According to the company, the large-scale integration (LSI) provides real-time AI processing for video at up to 4K resolution and 30 frames per second, enabling low-power inference at the edge. NTT states that compared to GPUs deployed in … Read more

Northwestern Polytechnical University Computer Science Student Yan Qingsen’s Paper Tops CVPR! How Top Class Student Feng Yixu Deciphered the “Dark Code”

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Northwestern Polytechnical University Computer Science Student Yan Qingsen's Paper Tops CVPR! How Top Class Student Feng Yixu Deciphered the "Dark Code"

Recently, Feng Yixu, an undergraduate student from the 2021 elite class of the Computer Science Department at Northwestern Polytechnical University, had his academic achievement titled “HVI: A New Color Space for Low-light Image Enhancement” accepted by the Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Feng Yixu became the first undergraduate … Read more

TinyML and AI on Edge Devices: A New Paradigm for Ubiquitous AI

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TinyML and AI on Edge Devices: A New Paradigm for Ubiquitous AI

Many innovations in today’s edge technology began with consumer electronics and mobile devices. The smartphones, tablets, cameras, smart speakers, drones, and other devices we use in our daily lives are actually various forms of AI edge devices. These devices are embedded with many different operating systems and optimizations for specific chips to enable them to … Read more