Search results
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Title
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Advancing Highway Safety: Embedded-Edge AI for Real-Time Applications
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Author
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Katariya, Vinit Amrutlal
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Date Created
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2023
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Subjects--Topical
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Electrical engineering, Computer engineering, Transportation
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Description
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This dissertation presents the systematic design and development of datasets, algorithms, and an AI pipeline specifically curated for real-time trajectory prediction and anomaly detection in highway environments. These innovations are meticulously...
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Title
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Algorithmic Optimization of First Convolution Layer in CNNs for Hardware Accelerator Design
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Author
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Chamarthi, Ramachandra Vikas
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Date Created
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2019
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Subjects--Topical
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Electrical engineering, Computer engineering
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Description
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This thesis proposes "1D Convolution replacement layer ", a novel optimization for first convolution layer in CNN. This optimization enables edge friendly streaming accelerator design with a minimum drop in accuracy. This optimization reduces the ...
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Title
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Human-Centric Computer Vision for the Artificial Intelligence of Things
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Author
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Neff, Christopher
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Date Created
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2023
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Subjects--Topical
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Artificial intelligence, Computer engineering
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Description
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This dissertation presents a comprehensive exploration of innovative approaches and systems at the intersection of edge computing, deep learning, and real-time video analytics, with a focus on real-world computer vision for the Artificial Intellig...