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Expand Up @@ -351,7 +351,7 @@ will not work either.
interactive(children=(IntSlider(value=34, description='plane', max=59), Output()), _dom_classes=('widget-interact',))

<function explore_slices.<locals>.display_slice at 0x7f4dae25c540>
<function explore_slices.<locals>.display_slice at 0x7f2e65972480>



Expand Down Expand Up @@ -473,7 +473,7 @@ slices interactively.
interactive(children=(IntSlider(value=34, description='plane', max=59), Output()), _dom_classes=('widget-interact',))

<function explore_slices.<locals>.display_slice at 0x7f4dad203ec0>
<function explore_slices.<locals>.display_slice at 0x7f2e65907060>



Expand Down Expand Up @@ -584,7 +584,7 @@ Note that this works in a static HTML page!

.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 10.369 seconds)
**Total running time of the script:** (0 minutes 10.791 seconds)


.. _sphx_glr_download_auto_examples_applications_plot_3d_image_processing.py:
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Expand Up @@ -148,7 +148,7 @@ The `imshow` function can display both grayscale and RGB(A) 2D images.
Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers). Got range [64..4095].
<matplotlib.image.AxesImage object at 0x7ff5d2bc8680>
<matplotlib.image.AxesImage object at 0x7f2e65952210>
Expand Down Expand Up @@ -322,9 +322,6 @@ Click the play button to move along the ``z`` axis, through the stack of all
.. raw:: html
:file: images/sphx_glr_plot_3d_interaction_005.html

Expand All @@ -351,9 +348,6 @@ Combine channel facetting and slice animation
.. raw:: html
:file: images/sphx_glr_plot_3d_interaction_006.html

Expand Down Expand Up @@ -381,7 +375,7 @@ The biologist's eye can spot that the two bright blobs (best seen in
.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 13.047 seconds)
**Total running time of the script:** (0 minutes 10.993 seconds)


.. _sphx_glr_download_auto_examples_applications_plot_3d_interaction.py:
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Expand Up @@ -524,7 +524,7 @@ we would get the pancake situation.
.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 4.226 seconds)
**Total running time of the script:** (0 minutes 4.122 seconds)


.. _sphx_glr_download_auto_examples_applications_plot_3d_structure_tensor.py:
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Expand Up @@ -342,7 +342,7 @@ labeled individually.

.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 2.014 seconds)
**Total running time of the script:** (0 minutes 2.048 seconds)


.. _sphx_glr_download_auto_examples_applications_plot_coins_segmentation.py:
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Expand Up @@ -177,7 +177,7 @@ much lower than the overlap coefficient.
.. code-block:: none
np.float64(0.27183519433258463)
np.float64(0.26932225596492376)
Expand Down Expand Up @@ -281,7 +281,7 @@ would give us a good measure of how strong the association is.

.. code-block:: none
PCC: 0.779, p-val: 0
PCC: 0.827, p-val: 0
Expand Down Expand Up @@ -309,7 +309,7 @@ case.
.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 1.602 seconds)
**Total running time of the script:** (0 minutes 1.707 seconds)


.. _sphx_glr_download_auto_examples_applications_plot_colocalization_metrics.py:
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Expand Up @@ -495,7 +495,7 @@ the opening processing step, when removing fine-grained features.
.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 29.281 seconds)
**Total running time of the script:** (0 minutes 28.854 seconds)


.. _sphx_glr_download_auto_examples_applications_plot_cornea_spot_inpainting.py:
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Expand Up @@ -134,7 +134,7 @@ using `OpenCV train cascade utility
.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 0.457 seconds)
**Total running time of the script:** (0 minutes 0.400 seconds)


.. _sphx_glr_download_auto_examples_applications_plot_face_detection.py:
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Expand Up @@ -615,7 +615,7 @@ time points, and then becomes roughly constant.

.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 2.592 seconds)
**Total running time of the script:** (0 minutes 2.537 seconds)


.. _sphx_glr_download_auto_examples_applications_plot_fluorescence_nuclear_envelope.py:
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Expand Up @@ -282,15 +282,15 @@ Once the features are extracted, we can train and test a new classifier.

.. code-block:: none
Computing the full feature set took 53.674s, plus 2.598s training, for an AUC of 1.00. Computing the restricted feature set took 0.098s, plus 2.026s training, for an AUC of 1.00.
Computing the full feature set took 44.510s, plus 2.548s training, for an AUC of 1.00. Computing the restricted feature set took 0.167s, plus 2.210s training, for an AUC of 1.00.
.. rst-class:: sphx-glr-timing

**Total running time of the script:** (1 minutes 1.432 seconds)
**Total running time of the script:** (0 minutes 53.067 seconds)


.. _sphx_glr_download_auto_examples_applications_plot_haar_extraction_selection_classification.py:
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17 changes: 10 additions & 7 deletions dev/_sources/auto_examples/applications/plot_human_mitosis.rst.txt
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Expand Up @@ -186,6 +186,9 @@ resort to :ref:`sphx_glr_auto_examples_segmentation_plot_multiotsu.py`.
:srcset: /auto_examples/applications/images/sphx_glr_plot_human_mitosis_003.png
:class: sphx-glr-single-img

.. raw:: html
:file: images/sphx_glr_plot_human_mitosis_004.html




Expand Down Expand Up @@ -294,9 +297,9 @@ is underestimated.
.. image-sg:: /auto_examples/applications/images/sphx_glr_plot_human_mitosis_004.png
.. image-sg:: /auto_examples/applications/images/sphx_glr_plot_human_mitosis_005.png
:alt: Original, Dividing nuclei?, All nuclei?
:srcset: /auto_examples/applications/images/sphx_glr_plot_human_mitosis_004.png
:srcset: /auto_examples/applications/images/sphx_glr_plot_human_mitosis_005.png
:class: sphx-glr-single-img


Expand Down Expand Up @@ -345,9 +348,9 @@ by dichotomy, visually and manually.
.. image-sg:: /auto_examples/applications/images/sphx_glr_plot_human_mitosis_005.png
.. image-sg:: /auto_examples/applications/images/sphx_glr_plot_human_mitosis_006.png
:alt: Dividing nuclei
:srcset: /auto_examples/applications/images/sphx_glr_plot_human_mitosis_005.png
:srcset: /auto_examples/applications/images/sphx_glr_plot_human_mitosis_006.png
:class: sphx-glr-single-img


Expand Down Expand Up @@ -442,9 +445,9 @@ label with argument `bg_label=0`.
.. image-sg:: /auto_examples/applications/images/sphx_glr_plot_human_mitosis_006.png
.. image-sg:: /auto_examples/applications/images/sphx_glr_plot_human_mitosis_007.png
:alt: Overlapping nuclei, Segmented nuclei
:srcset: /auto_examples/applications/images/sphx_glr_plot_human_mitosis_006.png
:srcset: /auto_examples/applications/images/sphx_glr_plot_human_mitosis_007.png
:class: sphx-glr-single-img


Expand Down Expand Up @@ -519,7 +522,7 @@ cells in this sample. Therefore, we estimate the mitotic index to be:
.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 2.782 seconds)
**Total running time of the script:** (0 minutes 2.930 seconds)


.. _sphx_glr_download_auto_examples_applications_plot_human_mitosis.py:
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Expand Up @@ -192,7 +192,7 @@ Blend

.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 2.683 seconds)
**Total running time of the script:** (0 minutes 2.711 seconds)


.. _sphx_glr_download_auto_examples_applications_plot_image_comparison.py:
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Expand Up @@ -70,7 +70,7 @@ functions only work on gray-scale or binary images, so we set ``as_gray=True``.
.. code-block:: none
<matplotlib.image.AxesImage object at 0x7f4dad2756d0>
<matplotlib.image.AxesImage object at 0x7fa272a24410>
Expand Down Expand Up @@ -464,7 +464,7 @@ Additional Resources
.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 2.202 seconds)
**Total running time of the script:** (0 minutes 2.154 seconds)


.. _sphx_glr_download_auto_examples_applications_plot_morphology.py:
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Expand Up @@ -199,7 +199,7 @@ to the position of the centroid!

.. rst-class:: sphx-glr-timing

**Total running time of the script:** (1 minutes 19.021 seconds)
**Total running time of the script:** (1 minutes 24.783 seconds)


.. _sphx_glr_download_auto_examples_applications_plot_pixel_graphs.py:
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Expand Up @@ -1104,7 +1104,7 @@ on increasing image size:

.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 53.745 seconds)
**Total running time of the script:** (0 minutes 49.907 seconds)


.. _sphx_glr_download_auto_examples_applications_plot_rank_filters.py:
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Expand Up @@ -136,9 +136,6 @@ at the second frame.
.. raw:: html
:file: images/sphx_glr_plot_solidification_tracking_002.html

Expand Down Expand Up @@ -175,7 +172,7 @@ the intensity values to [0, 1].
.. raw:: html
:file: images/sphx_glr_plot_solidification_tracking_003.html
:file: images/sphx_glr_plot_solidification_tracking_002.html



Expand Down Expand Up @@ -210,7 +207,7 @@ noise beyond the interface.
.. raw:: html
:file: images/sphx_glr_plot_solidification_tracking_004.html
:file: images/sphx_glr_plot_solidification_tracking_003.html



Expand Down Expand Up @@ -251,7 +248,7 @@ methods that may work better for different applications).
.. raw:: html
:file: images/sphx_glr_plot_solidification_tracking_005.html
:file: images/sphx_glr_plot_solidification_tracking_004.html



Expand Down Expand Up @@ -395,7 +392,7 @@ along with its bounding box (bbox) in red.
.. raw:: html
:file: images/sphx_glr_plot_solidification_tracking_006.html
:file: images/sphx_glr_plot_solidification_tracking_005.html



Expand All @@ -422,6 +419,9 @@ in time (0th image) because the interface is moving upward.
.. raw:: html
:file: images/sphx_glr_plot_solidification_tracking_006.html




Expand Down Expand Up @@ -512,7 +512,7 @@ polynomial to the scatter plot. The velocity is the first-order coefficient.

.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 4.403 seconds)
**Total running time of the script:** (0 minutes 4.658 seconds)


.. _sphx_glr_download_auto_examples_applications_plot_solidification_tracking.py:
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2 changes: 1 addition & 1 deletion dev/_sources/auto_examples/applications/plot_text.rst.txt
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Expand Up @@ -83,7 +83,7 @@ just wants to write onto the image, this step is not necessary.

.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 0.918 seconds)
**Total running time of the script:** (0 minutes 0.939 seconds)


.. _sphx_glr_download_auto_examples_applications_plot_text.py:
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Expand Up @@ -120,6 +120,9 @@ and naive threshold value, which is sometimes used as a guess value.
:srcset: /auto_examples/applications/images/sphx_glr_plot_thresholding_guide_002.png
:class: sphx-glr-single-img

.. raw:: html
:file: images/sphx_glr_plot_thresholding_guide_003.html




Expand Down Expand Up @@ -168,9 +171,9 @@ repeatedly until there are only two peaks in the histogram.
.. image-sg:: /auto_examples/applications/images/sphx_glr_plot_thresholding_guide_003.png
.. image-sg:: /auto_examples/applications/images/sphx_glr_plot_thresholding_guide_004.png
:alt: Original, Histogram, Thresholded (min)
:srcset: /auto_examples/applications/images/sphx_glr_plot_thresholding_guide_003.png
:srcset: /auto_examples/applications/images/sphx_glr_plot_thresholding_guide_004.png
:class: sphx-glr-single-img


Expand Down Expand Up @@ -217,9 +220,9 @@ the intra-class variance.
.. image-sg:: /auto_examples/applications/images/sphx_glr_plot_thresholding_guide_004.png
.. image-sg:: /auto_examples/applications/images/sphx_glr_plot_thresholding_guide_005.png
:alt: Original, Histogram, Thresholded
:srcset: /auto_examples/applications/images/sphx_glr_plot_thresholding_guide_004.png
:srcset: /auto_examples/applications/images/sphx_glr_plot_thresholding_guide_005.png
:class: sphx-glr-single-img


Expand Down Expand Up @@ -281,9 +284,9 @@ of the local neighborhood minus an offset value.
.. image-sg:: /auto_examples/applications/images/sphx_glr_plot_thresholding_guide_005.png
.. image-sg:: /auto_examples/applications/images/sphx_glr_plot_thresholding_guide_006.png
:alt: Original, Global thresholding, Local thresholding
:srcset: /auto_examples/applications/images/sphx_glr_plot_thresholding_guide_005.png
:srcset: /auto_examples/applications/images/sphx_glr_plot_thresholding_guide_006.png
:class: sphx-glr-single-img


Expand Down Expand Up @@ -345,9 +348,9 @@ The example compares the local threshold with the global threshold.
.. image-sg:: /auto_examples/applications/images/sphx_glr_plot_thresholding_guide_006.png
.. image-sg:: /auto_examples/applications/images/sphx_glr_plot_thresholding_guide_007.png
:alt: Original, Local Otsu (radius=15), Original >= Local Otsu, Global Otsu (threshold = {threshold_global_otsu})
:srcset: /auto_examples/applications/images/sphx_glr_plot_thresholding_guide_006.png
:srcset: /auto_examples/applications/images/sphx_glr_plot_thresholding_guide_007.png
:class: sphx-glr-single-img


Expand All @@ -357,7 +360,7 @@ The example compares the local threshold with the global threshold.

.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 4.480 seconds)
**Total running time of the script:** (0 minutes 4.548 seconds)


.. _sphx_glr_download_auto_examples_applications_plot_thresholding_guide.py:
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