Sedna-examples¶
A directory to share Sedna examples and tutorials to demonstrate how Sedna can implement cross edge-cloud collaborative training and collaborative inference capabilities.
This repository is home to the following features of examples:
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
Multi-Edge Inference¶
Example: Using ReID to Track an Infected COVID-19 Carrier in Pandemic 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+ |