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Add out-of-distribution detection notebook #247

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Add out-of-distribution detection notebook #247

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3f26282
Out-of-distribution detection notebook
rajeshgangireddy Jun 26, 2023
d87011c
Updating requirements
rajeshgangireddy Jun 26, 2023
c52c821
Update requirements-notebooks.txt
rajeshgangireddy Jun 26, 2023
a1e7df6
Update requirements-notebooks.txt
rajeshgangireddy Jun 26, 2023
4ef8d23
Update requirements-notebooks.txt
rajeshgangireddy Jun 27, 2023
12260a8
Move OOD notebook to use_cases, Code style changes
rajeshgangireddy Jun 28, 2023
cea65a3
Moved some functions to ood_detect.py, Added new file for augmentatio…
rajeshgangireddy Aug 1, 2023
301e0fa
Black Formatting
rajeshgangireddy Aug 14, 2023
1556d50
Flake formatting
rajeshgangireddy Aug 14, 2023
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3 changes: 3 additions & 0 deletions .gitignore
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Original file line number Diff line number Diff line change
Expand Up @@ -43,3 +43,6 @@ dist
/tests/artifacts
/tests/htmlcov/
/tests/report*

# Downloaded datasets
/notebooks/use_cases/data/ood_detection
1,121 changes: 1,121 additions & 0 deletions notebooks/use_cases/103_out_of_distribution_detection.ipynb
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17 changes: 16 additions & 1 deletion notebooks/use_cases/utils/__init__.py
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Expand Up @@ -15,11 +15,26 @@
# and limitations under the License.


from .image import display_image_in_notebook, simulate_low_light_image
from .image import (
TransformImages,
display_image_in_notebook,
display_sample_images_in_folder,
extract_features_from_imageclient,
extract_features_from_img_folder,
get_image_paths,
simulate_low_light_image,
)
from .ood_detect import show_top_n_misclassifications
from .upload import Uploader
from .video import VideoPlayer

__all__ = [
"get_image_paths",
"show_top_n_misclassifications",
"extract_features_from_imageclient",
"display_sample_images_in_folder",
"extract_features_from_img_folder",
"TransformImages",
"simulate_low_light_image",
"display_image_in_notebook",
"VideoPlayer",
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