README.md

Catalyst examples

Python API

Catalyst Python API examples can be found in the minimal examples and notebook section.

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Config API

Full description of configs with comments:

• Eng
• Rus

1. MNIST with stage
   • Config API run example
   • Hydra API run example
   • AutoML Tune example
2. classification pipeline
   • classification model training and inference
   • different augmentations and stages usage
   • metrics visualization with tensorboard
3. segmentation pipeline
   • binary and semantic segmentation with U-Net
   • model training and inference
   • different augmentations and stages usage
   • metrics visualization with tensorboard