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Production Assets [arbitrary commit]

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@CharlesGaydon CharlesGaydon released this 11 Jul 08:46

This release tracks an arbitrary commit that should be ignored.
It exists to document/publish a few models and their assets.
For the latest production-ready code for training and inference, use the main branch!

We attach some latest trained models for convenience, with no guarantees of performance. Better channels of diffusion shall be used in the future, with the disclosure of training data and more complete documentation on performances.

Assets for a trained model

  • A ModelCard with information on context, data, training, and performances.
  • Trained multiclass model lightning checkpoint.
  • Configuration file that can be used for prediction on unseen data.
  • A color scale to visualize predicted classification in Cloud Compare

Model Zoo

  • 20230930_60k_basic_targetted_epoch37_Myria3DV3.4.0 [best][staging]
  • proto151_V2.0_epoch_100_Myria3DV3.1.0 [production]
  • proto151_V1.0_epoch_40_Myria3DV3.0.1 [deprecated]
  • proto151_V0.0_epoch_056_Myria3DV2.3.0 [deprecated]