Zobrazeno 1 - 10
of 203
pro vyhledávání: '"model deployment"'
Autor:
Sitan Feng, Shujiang Wang, Chong Liu, Shaofeng Wu, Bin Zhang, Chunxian Lu, Chengqian Huang, Tianyou Chen, Chenxing Zhou, Jichong Zhu, Jiarui Chen, Jiang Xue, Wendi Wei, Xinli Zhan
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-11 (2024)
Abstract Spinal cord injury (SCI) is a prevalent and serious complication among patients with spinal tuberculosis (STB) that can lead to motor and sensory impairment and potentially paraplegia. This research aims to identify factors associated with S
Externí odkaz:
https://doaj.org/article/bc47bd56f2be47dda0fd47abd88f11b2
Publikováno v:
Kongzhi Yu Xinxi Jishu, Iss 5, Pp 25-32 (2023)
The 3D perception system functions as one of the core components for the safe operation of autonomous-rail rapid tram. Addressing the limitations of LiDAR systems used for autonomous-rail rapid tram in complex urban environments, such as challenges i
Externí odkaz:
https://doaj.org/article/4cf400f2ce5c4d09aa84020e5d553ed5
Autor:
Bartosz Walkowiak, Tomasz Walkowiak
Publikováno v:
International Journal of Electronics and Telecommunications, Vol vol. 70, Iss No 1 (2024)
This paper explores cost-effective alternatives for resource-constrained environments in the context of language models by investigating methods such as quantization and CPUbased model implementations. The study addresses the computational efficiency
Externí odkaz:
https://doaj.org/article/c59a67916cf54698846de0429a816574
Publikováno v:
Jisuanji kexue, Vol 50, Iss 2, Pp 3-12 (2023)
As a large amount of data is increasingly generated from edge devices,such as smart homes,mobile phones,and wearable devices,it becomes crucial for many applications to deploy machine learning modes across edge devices.The execution speed of the depl
Externí odkaz:
https://doaj.org/article/e01988bde9784f388d5e1ff48af4b3ec
Publikováno v:
Frontiers in Marine Science, Vol 10 (2023)
Plankton is critical for the structure and function of marine ecosystems. In the past three decades, various underwater imaging systems have been developed to collect in-situ plankton images and image processing has been a major bottleneck that hinde
Externí odkaz:
https://doaj.org/article/bc15ee7d38274b25ae0eff7abd196620
Autor:
Tanvi Verma, Liyuan Jin, Jun Zhou, Jia Huang, Mingrui Tan, Benjamin Chen Ming Choong, Ting Fang Tan, Fei Gao, Xinxing Xu, Daniel S. Ting, Yong Liu
Publikováno v:
Frontiers in Medicine, Vol 10 (2023)
BackgroundThe implementation of deep learning models for medical image classification poses significant challenges, including gradual performance degradation and limited adaptability to new diseases. However, frequent retraining of models is unfeasib
Externí odkaz:
https://doaj.org/article/ef773cfd60bc41fe87da1e36c570fe31
Autor:
Guisong Liu, Guoliang Wei, Shuqing Sun, Dandan Mao, Jiansong Zhang, Dechun Zhao, Xuelong Tian, Xing Wang, Nanxi Chen
Publikováno v:
Frontiers in Neuroscience, Vol 17 (2023)
The real-time sleep staging algorithm that can perform inference on mobile devices without burden is a prerequisite for closed-loop sleep modulation. However, current deep learning sleep staging models have poor real-time efficiency and redundant par
Externí odkaz:
https://doaj.org/article/57ed0fd78ea4448487d2ce9e598599a5
Publikováno v:
Digital Communications and Networks, Vol 8, Iss 6, Pp 923-931 (2022)
Academic and industrial communities have been paying significant attention to the 6th Generation (6G) wireless communication systems after the commercial deployment of 5G cellular communications. Among the emerging technologies, Vehicular Edge Comput
Externí odkaz:
https://doaj.org/article/973da49881604cccb67e819403954965
Autor:
Yingshu Peng, Yi Wang
Publikováno v:
European Journal of Remote Sensing, Vol 55, Iss 1, Pp 551-567 (2022)
Fire detection based on computer vision technology can avoid many flaws in conventional methods. However, existing methods fail to achieve a good trade-off in accuracy, model size, speed, and cost. This paper presents a high-performance forest fire r
Externí odkaz:
https://doaj.org/article/a33fd43a4c914f0dac51f0e2f845348d
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