Sedna
latest

QUICK START

  • Quick Start

INTRODUCTION

  • Edge Cloud Collaborative AI Framework
  • Dataset and Model
  • Federated Learning
  • Incremental Learning
  • Joint Inference
  • Lifelong Learning
  • Object Search Service
  • Object Tracking Service

DEPLOY

  • Installtion
  • Standalone

EXAMPLES

  • Using Federated Learning Job in Surface Defect Detection Scenario
  • Using Incremental Learning Job in Helmet Detection Scenario
  • Using Joint Inference Service in Helmet Detection Scenario
  • Using Lifelong Learning Job in Thermal Comfort Prediction Scenario

API

  • Sedna Python SDK

Contributing

  • 1. Install Tools
  • 2. Clone the code
  • 3. Set up Kubernetes/KubeEdge(optional)
  • 4. What’s Next?

API REFERENCE

  • lib.sedna

ROADMAP

  • Roadmap
Sedna
  • »
  • Overview: module code

All modules for which code is available

  • lib.sedna.__version__
  • lib.sedna.algorithms.aggregation.aggregation
  • lib.sedna.algorithms.hard_example_mining.hard_example_mining
  • lib.sedna.algorithms.multi_task_learning.multi_task_learning
  • lib.sedna.algorithms.multi_task_learning.task_jobs.artifact
  • lib.sedna.algorithms.multi_task_learning.task_jobs.inference_integrate
  • lib.sedna.algorithms.multi_task_learning.task_jobs.task_definition
  • lib.sedna.algorithms.multi_task_learning.task_jobs.task_mining
  • lib.sedna.algorithms.multi_task_learning.task_jobs.task_relation_discover
  • lib.sedna.algorithms.multi_task_learning.task_jobs.task_remodeling
  • lib.sedna.algorithms.unseen_task_detect.unseen_task_detect
  • lib.sedna.backend
    • lib.sedna.backend.base
    • lib.sedna.backend.tensorflow
  • lib.sedna.common.class_factory
  • lib.sedna.common.config
  • lib.sedna.common.constant
  • lib.sedna.common.file_ops
  • lib.sedna.common.log
  • lib.sedna.common.utils
  • lib.sedna.core.base
  • lib.sedna.core.federated_learning.federated_learning
  • lib.sedna.core.incremental_learning.incremental_learning
  • lib.sedna.core.joint_inference.joint_inference
  • lib.sedna.core.lifelong_learning.lifelong_learning
  • lib.sedna.datasources
  • lib.sedna.service.client
  • lib.sedna.service.run_kb
  • lib.sedna.service.server.aggregation
  • lib.sedna.service.server.base
  • lib.sedna.service.server.inference
  • lib.sedna.service.server.knowledgeBase.database
  • lib.sedna.service.server.knowledgeBase.model
  • lib.sedna.service.server.knowledgeBase.server

© Copyright 2020, Kubeedge. Revision 8b782ae0. Last updated on Sep 02, 2021.

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