Search Results for author: Sabbir Ahmed

Found 2 papers, 0 papers with code

DFR-TSD: A Deep Learning Based Framework for Robust Traffic Sign Detection Under Challenging Weather Conditions

no code implementations3 Jun 2020 Sabbir Ahmed, Uday Kamal, Md. Kamrul Hasan

However, the SOTA (SOTA) methods have been evaluated on clean and challenge-free datasets and overlooked the performance deterioration associated with different challenging conditions (CCs) that obscure the traffic images captured in the wild.

Image Enhancement Object Detection +1

L-FGADMM: Layer-Wise Federated Group ADMM for Communication Efficient Decentralized Deep Learning

no code implementations9 Nov 2019 Anis Elgabli, Jihong Park, Sabbir Ahmed, Mehdi Bennis

This article proposes a communication-efficient decentralized deep learning algorithm, coined layer-wise federated group ADMM (L-FGADMM).

Federated Learning

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