CloudSatNet-1: FPGA-Based Hardware-Accelerated Quantized CNN for Satellite On-Board Cloud Coverage Classification

CubeSats, the nanosatellites and microsatellites with a wet mass up to 60 kg, accompanied by the cost decrease of accessing the space, amplified the rapid development of the Earth Observation industry. Acquired image data serve as an essential source of information in various disciplines like enviro...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Radoslav Pitonak, Jan Mucha, Lukas Dobis, Martin Javorka, Marek Marusin
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	MDPI AG 2022-07-01
Schriftenreihe:	Remote Sensing
Schlagworte:	CNN FPGA hardware accelerators image processing on-board processing quantization
Online-Zugang:	https://www.mdpi.com/2072-4292/14/13/3180
Tags:	Tag hinzufügen Keine Tags, Fügen Sie das erste Tag hinzu!