项目作者: Scitator

项目描述 :
Examples
高级语言: Jupyter Notebook
项目地址: git://github.com/Scitator/catalyst-examples.git
创建时间: 2018-09-24T12:20:03Z
项目社区:https://github.com/Scitator/catalyst-examples

开源协议:MIT License

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Catalyst examples

Archived. Moved to Catalyst

Run all examples from this dir.


Notebooks

  1. cifar10 notebook
    • cifar10 classification model
    • simple example of lib usage
  2. segmentation notebook
    • segmentation with unet
    • model training and inference
    • predictions visialization

Pipelines

  1. cifar10 model training
    • pipeline example of lib usage
    • local and docker runs
    • tensorboard metrics visualization
  2. cifar10 model training with stages
    • pipeline example with stages support
  3. finetune
    • classification model training and inference
    • different augmentations and stages usage example
    • index model creating
    • embeddings projector
    • LrFinder usage
    • grid search metrics visualization