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ASIF BILAL

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#edge computing Open access Sep 2026

CNN Accuracy–Efficiency Trade-offs Across Computing Platforms: A Literature-Motivated Controlled Deployment Experiment

The most popular architecture for land-cover classification and remote sensing remains image classification, and EuroSAT remains the benchmark dataset. Six studies from the literature (2023–2026) report either classification accuracy or deployment efficiency for CNNs, but none report both dimensions for the same model...

ASIF BILAL · 0 citations
#edge computing Open access Sep 2026

CNN Accuracy–Efficiency Trade-offs Across Computing Platforms: A Literature-Motivated Controlled Deployment Experiment

The most popular architecture for land-cover classification and remote sensing remains image classification, and EuroSAT remains the benchmark dataset. Six studies from the literature (2023–2026) report either classification accuracy or deployment efficiency for CNNs, but none report both dimensions for the same model...

ASIF BILAL · 0 citations

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