cap-ntu Goto Github PK

autocomplete

code completion using neural network

baconian-project

Model-based Reinforcement Learning Framework

cap-ntu.github.io

cloud3dview

Data Centre Modeling and Management System

cluster-support

deepqoe

DeepQoE: A unified framework for learning to predict video QoE (ICME2018 oral)

fedreid

Implementation of Federated Learning to Person Re-identification (Code for ACMMM 2020 paper)

graphee

Big Graph Analysis Systems@CAP, NTU

hysia_mm_demo

hysiadecode

provide a highly efficient and user-friendly video preprocessing library

intelligent-trainer

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.

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.

mlmodelci_mm_demo

Applications supported by MLModelCI, try it yourself!

modelps_demo

Demonstration Page for ModelPS

morph

A Fast and Scalable Cloud/Distributed Transcoding System

onnx

Open standard for machine learning interoperability

ratatouille

Optimizing Network Performance for Large-Scale Distributed Machine Learning

unicap

An Unified Computing Engine for Fast Data Processing

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.

yubigo

Social TV ( tv box part)