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01/09/2023
Ancilia: Scalable Intelligent Video Surveillance for the Artificial Intelligence of Things
With the advancement of vision-based artificial intelligence, the prolif...
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08/01/2021
DeepTrack: Lightweight Deep Learning for Vehicle Path Prediction in Highways
Vehicle trajectory prediction is an essential task for enabling many int...
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11/10/2020
ATCN: Agile Temporal Convolutional Networks for Processing of Time Series on Edge
This paper presents a scalable deep learning model called Agile Temporal...
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07/18/2020
DeepDive: An Integrative Algorithm/Architecture Co-Design for Deep Separable Convolutional Neural Networks
Deep Separable Convolutional Neural Networks (DSCNNs) have become the em...
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11/20/2019
REVAMP^2T: Real-time Edge Video Analytics for Multi-camera Privacy-aware Pedestrian Tracking
This article presents REVAMP^2T, Real-time Edge Video Analytics for Mult...
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08/19/2019
Real-time Person Re-identification at the Edge: A Mixed Precision Approach
A critical part of multi-person multi-camera tracking is person re-ident...
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08/03/2019