Automatic Deployment of Convolutional Neural Networks on FPGA for Spaceborne Remote Sensing Application

Automatic Deployment of Convolutional Neural Networks on FPGA for Spaceborne Remote Sensing Application

In recent years, convolutional neural network (CNN)-based algorithms have been widely used in remote sensing image processing and show tremendous performance in a variety of application fields. However, large amounts of data and intensive computations make the deployment of CNN-based algorithms a ch...

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Bibliographic Details
Main Authors: Tianwei Yan, Ning Zhang, Jie Li, Wenchao Liu, He Chen
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Remote Sensing
Subjects:
remote sensing
convolutional neural networks (CNNs)
optimization
field-programmable gate array (FPGA)
compilation toolchain
Online Access:https://www.mdpi.com/2072-4292/14/13/3130

Internet

https://www.mdpi.com/2072-4292/14/13/3130

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