6 open source projects by cap-ntu

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.

✭ 122

python deep-learning pytorch continuous-integration inference profiler onnx dispatcher serving

2. 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.

✭ 108

python deep-learning machine-learning deep-neural-networks multimedia

3. Morph

A Fast and Scalable Cloud/Distributed Transcoding System

✭ 82

python

4. FedReID

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

✭ 68

python person-reidentification federated-learning federated-learning-algorithm federated-learning-application

5. Cloud3DView

Data Centre Modeling and Management System

✭ 18

C#GLSL Classic ASP javascript

6. DeepQoE

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

✭ 18

python shell

1-6 of 6 user projects