Cloud Application and Platform Lab @ NTU

All

21 repositories

FedReID
Public
Implementation of Federated Learning to Person Re-identification (Code for ACMMM 2020 paper)
person-reidentification federated-learning-algorithm federated-learning-application federated-learning
Python
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MIT License
•19•98•3•3•Updated Mar 30, 2023Mar 30, 2023
ML-Model-CI
Public
MLModelCI is a complete MLOps platform for managing, converting, profiling, and deploying MLaaS (Machine Learning-as-a-Service), bridging the gap between current ML training and serving systems.
deep-learning continuous-integration profiler inference pytorch dispatcher tensorflow-serving serving mlops tensorrt-inference-server
Python
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Apache License 2.0
•33•191•26•12•Updated Mar 6, 2023Mar 6, 2023
autocomplete
Public
code completion using neural network
Python
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Apache License 2.0
•0•2•1•38•Updated Jan 5, 2023Jan 5, 2023
modelps_demo
Public
Demonstration Page for ModelPS
machine-learning interactive transfer-learning team-collaboration
TypeScript
•0•0•0•0•Updated May 25, 2021May 25, 2021
onnx
Public
Open standard for machine learning interoperability
PureBasic
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Apache License 2.0
•3.7k•0•0•0•Updated Feb 15, 2021Feb 15, 2021
cluster-support
Public
Python
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BSD 3-Clause "New" or "Revised" License
•14•0•0•0•Updated Jan 18, 2021Jan 18, 2021
Video-to-Retail-Platform
Public
An intelligent multimodal-learning based system for video, product and ads analysis. Based on the system, people can build a lot of downstream applications such as product recommendation, video retrieval, etc.
machine-learning deep-neural-networks deep-learning multimedia network-server multimodal-deep-learning ai-system
Python
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Apache License 2.0
•43•139•2•0•Updated Jan 10, 2021Jan 10, 2021
cap-ntu.github.io
Public
0•0•0•0•Updated Nov 20, 2020Nov 20, 2020
mlmodelci_mm_demo
Public
Applications supported by MLModelCI, try it yourself!
TypeScript
•0•2•0•0•Updated Oct 12, 2020Oct 12, 2020
iTCM-Datasets
Public
These datasets are collected for the GBIC project to conduct research about indoor human thermal comfort. The GBIC research project proposes to develop online thermal comfort models via a deep-learning approach and apply them to behavioral studies to drive “greener, smarter and healthier buildings” in the tropics (e.g., Singapore). Leveraging pr…
hvac thermal-comfort pmv
3•10•0•0•Updated Aug 5, 2020Aug 5, 2020
hysia_mm_demo
Public
0•0•0•0•Updated Jun 8, 2020Jun 8, 2020
baconian-project
Public
Model-based Reinforcement Learning Framework
reinforcement-learning reinforcement-learning-algorithms model-based model-based-rl model-based-reinforcement-learning
Python
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MIT License
•8•113•0•0•Updated May 22, 2020May 22, 2020
intelligent-trainer
Public
Python
•1•1•0•0•Updated Apr 16, 2020Apr 16, 2020
HysiaDecode
Public
provide a highly efficient and user-friendly video preprocessing library
audio video cuda decoding ffmepg
C++
•3•8•1•0•Updated Jan 9, 2020Jan 9, 2020
DeepQoE
Public
DeepQoE: A unified framework for learning to predict video QoE (ICME2018 oral)
Python
•11•21•2•0•Updated Apr 8, 2019Apr 8, 2019
Morph
Public
A Fast and Scalable Cloud/Distributed Transcoding System
Python
•25•92•3•0•Updated Mar 27, 2019Mar 27, 2019
Ratatouille
Public
Optimizing Network Performance for Large-Scale Distributed Machine Learning
C++
•1•1•0•0•Updated Jan 8, 2018Jan 8, 2018
Graphee
Public
Big Graph Analysis Systems@CAP, NTU
graph
C++
•4•5•1•0•Updated Jan 8, 2018Jan 8, 2018
Cloud3DView
Public
Data Centre Modeling and Management System
C#
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Apache License 2.0
•5•17•0•0•Updated Nov 17, 2015Nov 17, 2015
UniCAP
Public
An Unified Computing Engine for Fast Data Processing
C++
•7•11•3•0•Updated Nov 13, 2015Nov 13, 2015
Yubigo
Public
Social TV ( tv box part)
Python
•2•15•0•0•Updated Nov 7, 2015Nov 7, 2015