Sedna-examples

A directory to share Sedna examples and tutorials to demonstrate Sedna can implement across edge-cloud collaborative training and collaborative inference capabilities.

This repository is home to the following features of examples:

• Joint Inference

• Incremental Learning

• Federated Learning

• Lifelong Learning

• Shared Storage

Joint Inference

Example: Using Joint Inference Service in Helmet Detection Scenario

Incremental Learning

Example: Using Incremental Learning Job in Helmet Detection Scenario

Federated Learning

Example: Using Federated Learning Job in Surface Defect Detection Scenario

Lifelong Learning

Example: Using Lifelong Learning Job in Thermal Comfort Prediction Scenario

Shared Storage

Support Protocols	Support Features	Examples	Release
S3	Incremental Learning	Using Incremental Learning Job in Helmet Detection Scenario on S3	0.3.1+
S3	Joint Inference	Using Joint Inference Service in Helmet Detection Scenario on S3	0.3.0+