An FPGA-Based Hardware Accelerator for CNNs Inference on Board Satellites: Benchmarking with Myriad 2-Based Solution for the CloudScout Case Study

In recent years, research in the space community has shown a growing interest in Artificial Intelligence (AI), mostly driven by systems miniaturization and commercial competition. In particular, the application of Deep Learning (DL) techniques on board Earth Observation (EO) satellites might lead to...

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Detalhes bibliográficos

Principais autores:	Emilio Rapuano, Gabriele Meoni, Tommaso Pacini, Gianmarco Dinelli, Gianluca Furano, Gianluca Giuffrida, Luca Fanucci
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2021-04-01
Colecção:	Remote Sensing
Assuntos:	CNN FPGA on-the-edge space hardware accelerators image processing
Acesso em linha:	https://www.mdpi.com/2072-4292/13/8/1518
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