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Sedna v0.4.0 release
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@jaypume jaypume released this 08 Sep 13:47
· 235 commits to main since this release
v0.4.0
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Learn about vigilant mode.

Federated Learning

  • MistNet integrated, a representation extraction aggregation algorithm.
    • further reduce the resources requirement for the edge, by extracting the representation data on the edge side, and aggregation training on the cloud side.
    • further protect data privacy, by quantization and noise.
    • provides a sample code based on the yolov5 network.
  • Supports extending edge-cloud transmission method, including S3 and WebSocket protocols, by abstracting Transmitter interface.
  • Supports extending client choose algorithm in federated learning, by abstracting the ClientChoose interface.
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