Cloud Application and Platform Lab @ NTU's repositories
ML-Model-CI
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.
Video-to-Retail-Platform
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.
baconian-project
Model-based Reinforcement Learning Framework
Cloud3DView
Data Centre Modeling and Management System
iTCM-Datasets
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 privacy-preserving data analytics over information acquired from smartphone crowdsourcing and in-situ wearables measurements, the project plans to develop and validate an integrative, economical and scalable thermal comfort management system.
HysiaDecode
provide a highly efficient and user-friendly video preprocessing library
autocomplete
code completion using neural network
mlmodelci_mm_demo
Applications supported by MLModelCI, try it yourself!
Ratatouille
Optimizing Network Performance for Large-Scale Distributed Machine Learning
modelps_demo
Demonstration Page for ModelPS