Multimedia Systems and Networking Group

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7 repositories

Federated-Lifelong-Person-ReID
Public
FedSTIL: Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges. (TCSVT'23)
distributed federated reidentification spatial-temporal continual lifelong
Python
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Apache License 2.0
•5•30•0•0•Updated Dec 12, 2024Dec 12, 2024
ActVideo
Public
Efficient edge video analytics platform via active continuous learning.
active-learning video-analytics lifelong-learning continual-learning continuos-learning
Python
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Apache License 2.0
•2•6•1•0•Updated Dec 11, 2024Dec 11, 2024
Active-Video-Acquisition
Public
Reinforced active video acquisition (AVA) framework designed to select the most valuable video partitions for training. (AAAI'25)
reinforcement-learning active-learning collaborative-learning video-analytics video-acquisition
Python
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MIT License
•0•1•0•0•Updated Dec 11, 2024Dec 11, 2024
EdgeCam
Public
A Distributed Camera System for Inference Scheduling and Continuous Learning in Video Analytics
Python
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MIT License
•4•15•0•0•Updated Jun 26, 2023Jun 26, 2023
ST-ReID-Datasets
Public
Person re-identification datasets across time & space for federated continual learning.
Python
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Apache License 2.0
•2•1•0•0•Updated Mar 8, 2023Mar 8, 2023
Active-Learning-as-a-Service
Public
A scalable & efficient active learning/data selection system for everyone.
Python
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Apache License 2.0
•17•0•0•0•Updated Dec 30, 2022Dec 30, 2022
SmartEye
Public
Python
•6•22•2•0•Updated Nov 15, 2021Nov 15, 2021