publish [GPU]: lightning_examples/augmentation_kornia

Author: Azure Pipelines

.notebooks/lightning_examples/augmentation_kornia.ipynb

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+version https://git-lfs.github.com/spec/v1
+oid sha256:a03848334e667cd059193f88a50d66f32b45466894f967172e95bc35d4bdd28b
+size 597036

.notebooks/lightning_examples/augmentation_kornia.svg

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+title: GPU and batched data augmentation with Kornia and PyTorch-Lightning
+author: PL/Kornia team
+created: 2021-06-11
+updated: 2023-03-15
+license: CC BY-SA
+build: 0
+tags:
+- Image
+description: 'In this tutorial we will show how to combine both Kornia and PyTorch
+  Lightning
+
+  to perform efficient data augmentation to train a simple model using the GPU in
+  batch
+
+  mode without additional effort.
+
+  '
+requirements:
+- kornia
+- lightning
+- torchmetrics
+- torchvision
+- matplotlib
+- pandas
+- seaborn
+- lightning>=2.0.0
+accelerator:
+- CPU
+- GPU
+environment:
+- torch==2.0.1
+- numpy==1.26.4
+- seaborn==0.13.2
+- setuptools==69.0.3
+- lightning==2.3.3
+- ipython==8.16.1
+- matplotlib==3.8.4
+- torchvision==0.15.2
+- pytorch-lightning==2.0.9.post0
+- torchmetrics==1.2.1
+- pandas==2.2.2
+- urllib3==2.2.2
+- kornia==0.7.3
+published: '2024-07-19T20:46:19.474655'