Semantic Segmentation Optimized for Low Compute Embedded Devices

Deployment of a deep convolutional neural network (CNN) on low compute devices is an increasingly important area of research. Wearable and robotic systems use semantic information for efficient navigation or gain of contextual information. However, real-time semantic segmentation is challenging on l...

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Bibliographic Details
Published in:IEEE Access
Main Authors: Hojun Son, James Weiland
Format: Article
Language:English
Published: IEEE 2022-01-01
Subjects:
Semantic segmentation
hardware-constrained
low compute devices
real-time performance
deep convolutional neural network
Jetson Xavier AGX
Online Access:https://ieeexplore.ieee.org/document/9858046/

Internet

https://ieeexplore.ieee.org/document/9858046/

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