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
    • lib.sedna.algorithms
    • lib.sedna.backend
    • lib.sedna.common
    • lib.sedna.core
    • lib.sedna.datasources
    • lib.sedna.service
    • lib.sedna.__version__

ROADMAP

  • Roadmap
Sedna
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  • lib.sedna
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lib.sedna¶

Subpackages¶

  • lib.sedna.algorithms
    • lib.sedna.algorithms.aggregation
      • lib.sedna.algorithms.aggregation.aggregation
    • lib.sedna.algorithms.hard_example_mining
      • lib.sedna.algorithms.hard_example_mining.hard_example_mining
    • lib.sedna.algorithms.multi_task_learning
      • lib.sedna.algorithms.multi_task_learning.task_jobs
      • lib.sedna.algorithms.multi_task_learning.multi_task_learning
    • lib.sedna.algorithms.unseen_task_detect
      • lib.sedna.algorithms.unseen_task_detect.unseen_task_detect
  • lib.sedna.backend
    • lib.sedna.backend.tensorflow
    • lib.sedna.backend.base
  • lib.sedna.common
    • 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
    • lib.sedna.core.federated_learning
      • lib.sedna.core.federated_learning.federated_learning
    • lib.sedna.core.incremental_learning
      • lib.sedna.core.incremental_learning.incremental_learning
    • lib.sedna.core.joint_inference
      • lib.sedna.core.joint_inference.joint_inference
    • lib.sedna.core.lifelong_learning
      • lib.sedna.core.lifelong_learning.lifelong_learning
    • lib.sedna.core.base
  • lib.sedna.datasources
  • lib.sedna.service
    • lib.sedna.service.server
      • lib.sedna.service.server.knowledgeBase
      • lib.sedna.service.server.aggregation
      • lib.sedna.service.server.base
      • lib.sedna.service.server.inference
    • lib.sedna.service.client
    • lib.sedna.service.run_kb

Submodules¶

  • lib.sedna.__version__

Package Contents¶

lib.sedna.__version__ = 0.3.1[source]¶
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© Copyright 2020, Kubeedge. Revision 8b782ae0. Last updated on Sep 02, 2021.

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