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.notebooks/lightning_examples
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version https://git-lfs.github.com/spec/v1
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- size 597036
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title : GPU and batched data augmentation with Kornia and PyTorch-Lightning
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author : PL/Kornia team
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created : 2021-06-11
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- updated : 2023-03-15
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license : CC BY-SA
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- build : 0
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tags :
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- Image
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description : ' In this tutorial we will show how to combine both Kornia and PyTorch
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mode without additional effort.
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'
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- requirements :
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- - kornia
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- - lightning
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- - torchmetrics
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- - torchvision
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- - matplotlib
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- - pandas
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- - seaborn
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- - lightning>=2.0.0
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accelerator :
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- CPU
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- GPU
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environment :
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- - torch==2.0.1
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- - numpy==1.26.4
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- - seaborn==0.13.2
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- - setuptools==69.0.3
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+ - torchmetrics==1.2.1
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+ - torchvision==0.18.1+cu118
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- lightning==2.3.3
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- - ipython==8.16.1
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- matplotlib==3.8.4
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- - torchvision==0.15.2
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- - pytorch-lightning==2.0.9.post0
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- - torchmetrics==1.2.1
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- - pandas==2.2.2
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- - urllib3==2.2.2
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+ - seaborn==0.13.2
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- kornia==0.7.3
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- published : ' 2024-07-19T20:46:19.474655'
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+ - pandas==2.2.2
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+ published : ' 2024-07-22T22:25:46.908744'
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