Scitator / catalyst-examples

Examples

Catalyst examples

Archived. Moved to Catalyst

Run all examples from this dir.

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Notebooks

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

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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