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neuralset.extractors.image.HOG

pydantic model neuralset.extractors.image.HOG

Histogram of oriented gradients (Dalal & Triggs, 2005).

See https://scikit-image.org/docs/stable/auto_examples/features_detection/plot_hog.html

References

[1]

Dalal, N. and Triggs, B., “Histograms of Oriented Gradients for Human Detection,” IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2005, San Diego, CA, USA. https://ieeexplore.ieee.org/document/1467360

Fields:

requirements: ClassVar[tuple[str, ...]] = ('scikit-image>=0.22.0', 'pillow>=9.2.0')

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