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100 lines
2.4 KiB
ReStructuredText
100 lines
2.4 KiB
ReStructuredText
kornia.enhance
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==============
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.. meta::
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:name: description
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:content: "The Kornia.enhance module provides a suite of image enhancement functions including brightness, contrast, hue, saturation adjustments, as well as normalization and equalization techniques. It also features advanced transformations like ZCA whitening and differentiable JPEG codec. Explore interactive demos on Hugging Face Spaces."
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.. currentmodule:: kornia.enhance
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The functions in this section perform normalisations and intensity transformations.
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Adjustment
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----------
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.. autofunction:: add_weighted
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.. autofunction:: adjust_brightness
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.. autofunction:: adjust_contrast
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.. autofunction:: adjust_contrast_with_mean_subtraction
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.. autofunction:: adjust_gamma
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.. autofunction:: adjust_hue
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.. autofunction:: adjust_saturation
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.. autofunction:: adjust_sigmoid
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.. autofunction:: adjust_log
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.. autofunction:: invert
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.. autofunction:: posterize
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.. autofunction:: sharpness
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.. autofunction:: solarize
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Interactive Demo
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~~~~~~~~~~~~~~~~
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.. raw:: html
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<gradio-app src="kornia/kornia-image-enhancement"></gradio-app>
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Visit the demo on `Hugging Face Spaces <https://huggingface.co/spaces/kornia/kornia-image-enhancement>`__.
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Equalization
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------------
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.. autofunction:: equalize
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.. autofunction:: equalize_clahe
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.. autofunction:: equalize3d
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Interactive Demo
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.. raw:: html
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<gradio-app src="Iamabhipandat/kornia-image-equalization"></gradio-app>
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Visit the demo on `Hugging Face Spaces <https://huggingface.co/spaces/Iamabhipandat/kornia-image-equalization>`__.
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.. autofunction:: histogram
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.. autofunction:: histogram2d
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.. autofunction:: image_histogram2d
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Normalizations
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--------------
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.. autofunction:: normalize
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.. autofunction:: normalize_min_max
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.. autofunction:: denormalize
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.. autofunction:: zca_mean
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.. autofunction:: zca_whiten
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.. autofunction:: linear_transform
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Codec
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-----
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.. autofunction:: jpeg_codec_differentiable
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Modules
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-------
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.. autoclass:: Normalize
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.. autoclass:: Denormalize
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.. autoclass:: ZCAWhitening
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:members:
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.. autoclass:: AdjustBrightness
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.. autoclass:: AdjustContrast
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.. autoclass:: AdjustSaturation
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.. autoclass:: AdjustHue
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.. autoclass:: AdjustGamma
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.. autoclass:: AdjustSigmoid
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.. autoclass:: AdjustLog
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.. autoclass:: AddWeighted
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.. autoclass:: Invert
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.. autoclass:: JPEGCodecDifferentiable
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ZCA Whitening Interactive Demo
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------------------------------
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.. raw:: html
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<gradio-app src="kornia/zca-whitening"></gradio-app>
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