Quantization-Aware Training for Efficient Object Detection on FPGAs: Case Studies

Luo, Xuanshu; Fogarasi, Gabor; Syrgak, Alan; Walther, Paul; Werner, Martin

doi:10.5194/isprs-annals-XI-2-2026-697-2026

Articles | Volume XI-2-2026

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Articles | Volume XI-2-2026

https://doi.org/10.5194/isprs-annals-XI-2-2026-697-2026

Articles | Volume XI-2-2026

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03 Jul 2026

| 03 Jul 2026

Quantization-Aware Training for Efficient Object Detection on FPGAs: Case Studies

Xuanshu Luo, Gabor Fogarasi, Alan Syrgak, Paul Walther, and Martin Werner

Xuanshu Luo

https://orcid.org/0000-0002-6934-5854

Technical University of Munich, Germany

Gabor Fogarasi

Technical University of Munich, Germany

Alan Syrgak

Technical University of Munich, Germany

Paul Walther

Technical University of Munich, Germany

Martin Werner

Technical University of Munich, Germany

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Quantization-Aware Training for Efficient Object Detection on FPGAs: Case Studies

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