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Adds support for huggingface and torchvision datasets #145
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Codecov Report
@@ Coverage Diff @@
## main #145 +/- ##
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+ Coverage 91.87% 93.68% +1.80%
==========================================
Files 9 14 +5
Lines 763 839 +76
Branches 147 156 +9
==========================================
+ Hits 701 786 +85
+ Misses 41 32 -9
Partials 21 21
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Making cleanvision compatible with huggingface and torchvision datasets
Adds support for huggingface and torchvision datasets
Apr 6, 2023
elisno
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jwmueller
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Co-authored-by: Elías Snorrason <eliassno@gmail.com>
…into hf-dataset
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
jwmueller
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
jwmueller
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…into hf-dataset
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LGTM
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
…into hf-dataset
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Adds support for huggingface and torchvision datasets
Imagelab(hf_dataset=hf_dataset, image_key="img")
Imagelab(torchvision_dataset=tv_dataset)
Dataset
for handling different formats. It is iterable class storing index and data through which data is accessed throughout the codedataset.index
is a list of integers from 0 to n-1. Path information for local folder datasets is stored as metadata and appended toself.issues
as a separate column namedimage_path
Docs preview:
https://forked-cleanvision.readthedocs.io/en/hf-dataset/index.html