kubeedge
/
sedna
Not watched
1
0
Fork 0
Code
Releases 12 Wiki evaluate Activity
Issues 0 Pull Requests 0 Datasets Model Cloudbrain HPC
You can not select more than 25 topics Topics must start with a chinese character,a letter or number, can include dashes ('-') and can be up to 35 characters long.
Tree: f574fd9eb9
Branches Tags
${ item.name }
Create branch ${ searchTerm }
from 'f574fd9eb9'
${ noResults }
sedna/docs/index.rst

97 lines
2.2 kB
Raw Blame History 

  1. ===========================================

  2. Sedna documentation

  3. ===========================================

  4. 

  5. .. image:: ./_static/logo.png

  6.    :width: 200

  7. 

  8. Sedna is an edge-cloud synergy AI project incubated in KubeEdge SIG AI. Benefiting from the edge-cloud synergy capabilities provided by KubeEdge, Sedna can implement across edge-cloud collaborative training and collaborative inference capabilities, such as joint inference, incremental learning, federated learning, and lifelong learning. Sedna supports popular AI frameworks, such as TensorFlow, Pytorch, PaddlePaddle, MindSpore.

  9. 

  10. Sedna can simply enable edge-cloud synergy capabilities to existing training and inference scripts, bringing the benefits of reducing costs, improving model performance, and protecting data privacy.

  11. 

  12. .. toctree::

  13.     :maxdepth: 1

  14.     :caption: QUICK START

  15. 

  16.     quickstart

  17. 

  18. 

  19. .. toctree::

  20.     :maxdepth: 1

  21.     :caption: INTRODUCTION

  22.     :hidden:

  23. 

  24.     proposals/architecture

  25.     proposals/dataset-and-model

  26.     proposals/federated-learning

  27.     proposals/incremental-learning

  28.     proposals/joint-inference

  29.     proposals/lifelong-learning

  30.     proposals/object-search

  31.     proposals/object-tracking

  32. 

  33. 

  34. .. toctree::

  35.     :maxdepth: 1

  36.     :titlesonly:

  37.     :glob:

  38.     :caption: DEPLOY

  39. 

  40.     Installtion <setup/install>

  41.     Standalone <setup/local-up>

  42. 

  43. .. toctree::

  44.     :maxdepth: 1

  45.     :glob:

  46.     :caption: EXAMPLES

  47. 

  48.     examples/federated_learning/surface_defect_detection/README

  49.     examples/incremental_learning/helmet_detection/README

  50.     examples/joint_inference/helmet_detection_inference/README

  51.     examples/lifelong_learning/atcii/README

  52.     examples/storage/s3/*

  53. 

  54. 

  55. .. toctree::

  56.     :maxdepth: 1

  57.     :caption: API

  58.     :titlesonly:

  59.     :glob:

  60. 

  61.     api/crd/*

  62.     api/lib/*

  63. 

  64. .. toctree::

  65.     :caption: Contributing

  66. 

  67.     Prepare <contributing/prepare-environment>

  68. 

  69. 

  70. .. toctree::

  71.     :maxdepth: 1

  72.     :caption: API REFERENCE

  73.     :titlesonly:

  74.     :glob:

  75. 

  76.     autoapi/lib/sedna/index

  77. 

  78. 

  79. .. toctree::

  80.     :caption: ROADMAP

  81.     :hidden:

  82. 

  83.     roadmap

  84. 

  85. 

  86. RELATED LINKS

  87. =============

  88. 

  89. .. mdinclude:: related_link.md

  90. 

  91. Indices and tables

  92. ==================

  93. 

  94. * :ref:`genindex`

  95. * :ref:`modindex`

  96. * :ref:`search`