Computing a saliency map with the shaping framework.ipynb

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  "metadata": {
    "colab": {
      "name": "Computing a saliency map with the shaping framework.ipynb",
      "version": "0.3.2",
      "provenance": [],
      "collapsed_sections": []
    },
    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
    },
    "language_info": {
      "codemirror_mode": {
        "name": "ipython",
        "version": 3
      },
      "file_extension": ".py",
      "mimetype": "text/x-python",
      "name": "python",
      "nbconvert_exporter": "python",
      "pygments_lexer": "ipython3",
      "version": "3.7.3"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "9J0WWYrMmLiE",
        "colab_type": "text"
      },
      "source": [
        "# Computing a saliency map with the shaping framework\n",
        "\n",
        "\n",
        "This notebook is an interactive example illustratring the following paper\n",
        "\n",
        "> Yongchao Xu, Edwin Carlinet, Thierry Géraud, Laurent Najman. Hierarchical Segmentation Using Tree-Based Shape Spaces. IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, 2017, 39 (3), pp.457-469. [⟨10.1109/TPAMI.2016.2554550⟩](https://dx.doi.org/10.1109/TPAMI.2016.2554550). [⟨hal-01301966⟩](https://hal.archives-ouvertes.fr/hal-01301966)\n",
        "\n",
        "\n",
        "The idea is the following. We build a first hierarchy of components, represented as a tree. We compute some criterion on the components. We transform the tree into a graph, each node of the tree having as neighbors in the graph its parent and its children. We weight the nodes on the graph with the criterion. On this node-weighted graph, we compute a max-tree. We identify the leaves of the max-tree with the most important extinction value, and keep them as the regions we want in the final result. Then we put on the boundaries of each one of these regions their extinction value. The final saliency map is the combination of all those valued boundaries.\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab_type": "code",
        "id": "5REy5rlzehx3",
        "scrolled": true,
        "colab": {}
      },
      "source": [
        "%%capture\n",
        "!pip install ipywidgets\n",
        "!pip install higra\n",
        "\n",
        "import numpy as np\n",
        "%matplotlib inline\n",
        "import matplotlib.pyplot as plt\n",
        "\n",
        "from skimage import data, img_as_float\n",
        "\n",
	"from skimage.transform import resize\n",
        "\n",
        "import higra as hg\n",
        "\n",
        "import ipywidgets as widgets\n",
        "from ipywidgets import interact, FloatSlider\n",
        "\n",
        "try:\n",
        "    from utils import * # imshow, locate_resource\n",
        "except: # we are probably running from the cloud, try to fetch utils functions from URL\n",
        "    import urllib.request as request; exec(request.urlopen('https://github.com/higra/Higra-Notebooks/raw/master/utils.py').read(), globals())\n"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "LoDcAyy2CRkX",
        "colab_type": "text"
      },
      "source": [
        "Let us choose a simple image."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab_type": "code",
        "id": "z8Vw19AyiTca",
        "outputId": "75568082-610e-4de4-cc5e-2cee0646508f",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 541
        }
      },
      "source": [
        "image = data.coins()\n",
        "# switch to float to avoid numerical issue with uint8\n",
        "image = img_as_float(image)\n",
        "# discard the color channel (if any)\n",
        "size = image.shape[:2]\n",
        "imshow(image, cmap=\"gray\")"
      ],
      "execution_count": 23,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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ACowi9EVrWm3X6CKXiX0ejUYdJIqfn5mZoZmZGSIi+tCHPiQU5Pj4OM3OzhJR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PNa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7xjpVKxsijImi0Wi7pvpFIp7Z+NjQ19X/bJxYsXtc9ddJoouo8dcGVHKmzGGGtz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\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M0/Hxxx+LyEgo6UEIhUK4oDc2NhCO5Nww7iXa6/Ww7rzm3KOw3++bnqSMuK5CslwuIwTg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\nJCQkJCTMOJLAlpCQkJCQkJAw4/hfewmr5JNQfmwAAAAASUVORK5CYII=\n",
            "text/plain": [
              "<Figure size 576x454.5 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(<Figure size 576x454.5 with 1 Axes>,\n",
              " <matplotlib.axes._axes.Axes at 0x7fcd01d02198>)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 23
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ElDfMnmwCVzF",
        "colab_type": "text"
      },
      "source": [
        "We use a 4-adjacency graph on this image."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab_type": "code",
        "id": "jn6Q-fJIiZsX",
        "colab": {}
      },
      "source": [
        "graph = hg.get_4_adjacency_graph(size)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "VQ11WUAHCctO",
        "colab_type": "text"
      },
      "source": [
        "We need a function that computes the chosen hierarchical tree on the image."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab_type": "code",
        "id": "EkiPukNFieV8",
        "colab": {}
      },
      "source": [
        "def buildTree(graph, edge_weights=None, areamin=500, tree=\"BPT\"):\n",
        "    if tree == \"BPT\":\n",
        "        # --- Build the BPT\n",
        "        t1a, altitudesa = hg.bpt_canonical(graph, edge_weights)\n",
        "        # and remove small regions from it\n",
        "        t1b, altitudesb = hg.filter_small_nodes_from_tree(t1a, altitudesa, areamin)\n",
        "        t1, altitudes = hg.canonize_hierarchy(t1b, altitudesb)\n",
        "        return t1, altitudes\n",
        "    else:\n",
        "        if tree == \"ToS\":    \n",
        "            t1a, altitudesa = hg.component_tree_tree_of_shapes_image2d(image)\n",
        "        elif tree == 'maxTree':\n",
        "            t1a, altitudesa = hg.component_tree_max_tree(graph, image)\n",
        "        elif tree == \"minTree\":\n",
        "            t1a, altitudesa = hg.component_tree_min_tree(graph, image)\n",
        "        else:\n",
        "            raise ValueError(\"Error. Possible choices are BPT, maxTree, minTree or ToS\")\n",
        "        area = hg.attribute_area(t1a)\n",
        "        condRemoval = area < areamin\n",
        "        \n",
        "        t1, node_map = hg.simplify_tree(t1a, condRemoval)\n",
        "        a1 = altitudesa[node_map]\n",
        "        return t1, a1\n",
        "    "
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "RbgeyFPMnH6J",
        "colab_type": "text"
      },
      "source": [
        "Let us now define some attributes. We are going to use circularity, average of the gradient along the contour of the components and compactness.\n",
        "\n",
        "Circularity is a criterion designed to find disks in images, based on [image moments](https://en.wikipedia.org/wiki/Image_moment). The other criterion are documented in Higra.\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab_type": "code",
        "id": "zd5eQ3Y3jPf4",
        "colab": {}
      },
      "source": [
        "# Circularity is 1 for a disk, 0 if not\n",
        "def circularity(tree):\n",
        "    g = hg.CptHierarchy.get_leaf_graph(tree)\n",
        "    size = hg.CptGridGraph.get_shape(g)\n",
        "    emb = hg.EmbeddingGrid2d(size)\n",
        "    coord = emb.lin2grid(np.arange(tree.num_leaves()))\n",
        "\n",
        "    m = np.zeros((tree.num_leaves(), 6), dtype=np.float64)\n",
        "    m[:, 0] = 1\n",
        "    m[:, 1] = coord[:, 0]\n",
        "    m[:, 2] = coord[:, 1]\n",
        "    m[:, 3] = coord[:, 0] * coord[:, 1]\n",
        "    m[:, 4] = coord[:, 0] * coord[:, 0]\n",
        "    m[:, 5] = coord[:, 1] * coord[:, 1]\n",
        "    m = hg.accumulate_sequential(tree, m, hg.Accumulators.sum)\n",
        "    m00 = m[:, 0]\n",
        "    m10 = m[:, 1]\n",
        "    m01 = m[:, 2]\n",
        "    m11 = m[:, 3]\n",
        "    m20 = m[:, 4]\n",
        "    m02 = m[:, 5]\n",
        "    xmean = m10 / m00\n",
        "    ymean = m01 / m00\n",
        "    xvar = m20 / m00 - xmean * xmean\n",
        "    yvar = m02 / m00 - ymean * ymean\n",
        "    xycovar = m11 / m00 - xmean*ymean\n",
        "    lambda1 = np.maximum(0, 0.5 * (xvar + yvar + np.sqrt(4 * xycovar * xycovar + (xvar - yvar) * (xvar - yvar))))\n",
        "    lambda2 = np.maximum(0, 0.5 * (xvar + yvar - np.sqrt(4 * xycovar * xycovar + (xvar - yvar) * (xvar - yvar))))\n",
        "    return np.nan_to_num(lambda2[tree.num_leaves():] / lambda1[tree.num_leaves():])\n",
        "\n",
        "def attribut(tree, attr, edge_weights):\n",
        "    if attr==\"circ\":\n",
        "        attr = circularity(tree)\n",
        "    elif attr == \"averageGradContour\":\n",
        "        attr = hg.attribute_contour_strength(tree, edge_weights)[tree.num_leaves():]\n",
        "    elif attr == \"compactness\":\n",
        "        attr = hg.attribute_compactness(tree, normalize=False)[tree.num_leaves():]\n",
        "    else:\n",
        "        print(\"Error. Attribute not known\")\n",
        "    return attr\n"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "zCLpfrwOCs-9",
        "colab_type": "text"
      },
      "source": [
        "Let us put some interaction for the demonstration."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "6eWk1vGHTbZU",
        "colab_type": "code",
        "outputId": "76cbe5a8-3bdc-480b-cd8b-c3e3118fb8c1",
        "colab": {
          "resources": {
            "http://localhost:8080/nbextensions/google.colab/colabwidgets/controls.css": {
              "data": "/* Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

 /* We import all of these together in a single css file because the Webpack
loader sees only one file at a time. This allows postcss to see the variable
definitions when they are used. */

 /*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

 /*
This file is copied from the JupyterLab project to define default styling for
when the widget styling is compiled down to eliminate CSS variables. We make one
change - we comment out the font import below.
*/

 /**
 * The material design colors are adapted from google-material-color v1.2.6
 * https://github.com/danlevan/google-material-color
 * https://github.com/danlevan/google-material-color/blob/f67ca5f4028b2f1b34862f64b0ca67323f91b088/dist/palette.var.css
 *
 * The license for the material design color CSS variables is as follows (see
 * https://github.com/danlevan/google-material-color/blob/f67ca5f4028b2f1b34862f64b0ca67323f91b088/LICENSE)
 *
 * The MIT License (MIT)
 *
 * Copyright (c) 2014 Dan Le Van
 *
 * Permission is hereby granted, free of charge, to any person obtaining a copy
 * of this software and associated documentation files (the "Software"), to deal
 * in the Software without restriction, including without limitation the rights
 * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
 * copies of the Software, and to permit persons to whom the Software is
 * furnished to do so, subject to the following conditions:
 *
 * The above copyright notice and this permission notice shall be included in
 * all copies or substantial portions of the Software.
 *
 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
 * SOFTWARE.
 */

 /*
The following CSS variables define the main, public API for styling JupyterLab.
These variables should be used by all plugins wherever possible. In other
words, plugins should not define custom colors, sizes, etc unless absolutely
necessary. This enables users to change the visual theme of JupyterLab
by changing these variables.

Many variables appear in an ordered sequence (0,1,2,3). These sequences
are designed to work well together, so for example, `--jp-border-color1` should
be used with `--jp-layout-color1`. The numbers have the following meanings:

* 0: super-primary, reserved for special emphasis
* 1: primary, most important under normal situations
* 2: secondary, next most important under normal situations
* 3: tertiary, next most important under normal situations

Throughout JupyterLab, we are mostly following principles from Google's
Material Design when selecting colors. We are not, however, following
all of MD as it is not optimized for dense, information rich UIs.
*/

 /*
 * Optional monospace font for input/output prompt.
 */

 /* Commented out in ipywidgets since we don't need it. */

 /* @import url('https://fonts.googleapis.com/css?family=Roboto+Mono'); */

 /*
 * Added for compabitility with output area
 */

 :root {

  /* Borders

  The following variables, specify the visual styling of borders in JupyterLab.
   */

  /* UI Fonts

  The UI font CSS variables are used for the typography all of the JupyterLab
  user interface elements that are not directly user generated content.
  */ /* Base font size */ /* Ensures px perfect FontAwesome icons */

  /* Use these font colors against the corresponding main layout colors.
     In a light theme, these go from dark to light.
  */

  /* Use these against the brand/accent/warn/error colors.
     These will typically go from light to darker, in both a dark and light theme
   */

  /* Content Fonts

  Content font variables are used for typography of user generated content.
  */ /* Base font size */


  /* Layout

  The following are the main layout colors use in JupyterLab. In a light
  theme these would go from light to dark.
  */

  /* Brand/accent */

  /* State colors (warn, error, success, info) */

  /* Cell specific styles */
  /* A custom blend of MD grey and blue 600
   * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */
  /* A custom blend of MD grey and orange 600
   * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */

  /* Notebook specific styles */

  /* Console specific styles */

  /* Toolbar specific styles */
}

 /* Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

 /*
 * We assume that the CSS variables in
 * https://github.com/jupyterlab/jupyterlab/blob/master/src/default-theme/variables.css
 * have been defined.
 */

 /* This file has code derived from PhosphorJS CSS files, as noted below. The license for this PhosphorJS code is:

Copyright (c) 2014-2017, PhosphorJS Contributors
All rights reserved.

Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are met:

* Redistributions of source code must retain the above copyright notice, this
  list of conditions and the following disclaimer.

* Redistributions in binary form must reproduce the above copyright notice,
  this list of conditions and the following disclaimer in the documentation
  and/or other materials provided with the distribution.

* Neither the name of the copyright holder nor the names of its
  contributors may be used to endorse or promote products derived from
  this software without specific prior written permission.

THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

*/

 /*
 * The following section is derived from https://github.com/phosphorjs/phosphor/blob/23b9d075ebc5b73ab148b6ebfc20af97f85714c4/packages/widgets/style/tabbar.css 
 * We've scoped the rules so that they are consistent with exactly our code.
 */

 .jupyter-widgets.widget-tab > .p-TabBar {
  display: -webkit-box;
  display: -ms-flexbox;
  display: flex;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}

 .jupyter-widgets.widget-tab > .p-TabBar[data-orientation='horizontal'] {
  -webkit-box-orient: horizontal;
  -webkit-box-direction: normal;
      -ms-flex-direction: row;
          flex-direction: row;
}

 .jupyter-widgets.widget-tab > .p-TabBar[data-orientation='vertical'] {
  -webkit-box-orient: vertical;
  -webkit-box-direction: normal;
      -ms-flex-direction: column;
          flex-direction: column;
}

 .jupyter-widgets.widget-tab > .p-TabBar > .p-TabBar-content {
  margin: 0;
  padding: 0;
  display: -webkit-box;
  display: -ms-flexbox;
  display: flex;
  -webkit-box-flex: 1;
      -ms-flex: 1 1 auto;
          flex: 1 1 auto;
  list-style-type: none;
}

 .jupyter-widgets.widget-tab > .p-TabBar[data-orientation='horizontal'] > .p-TabBar-content {
  -webkit-box-orient: horizontal;
  -webkit-box-direction: normal;
      -ms-flex-direction: row;
          flex-direction: row;
}

 .jupyter-widgets.widget-tab > .p-TabBar[data-orientation='vertical'] > .p-TabBar-content {
  -webkit-box-orient: vertical;
  -webkit-box-direction: normal;
      -ms-flex-direction: column;
          flex-direction: column;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab {
  display: -webkit-box;
  display: -ms-flexbox;
  display: flex;
  -webkit-box-orient: horizontal;
  -webkit-box-direction: normal;
      -ms-flex-direction: row;
          flex-direction: row;
  -webkit-box-sizing: border-box;
          box-sizing: border-box;
  overflow: hidden;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabIcon,
.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabCloseIcon {
  -webkit-box-flex: 0;
      -ms-flex: 0 0 auto;
          flex: 0 0 auto;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabLabel {
  -webkit-box-flex: 1;
      -ms-flex: 1 1 auto;
          flex: 1 1 auto;
  overflow: hidden;
  white-space: nowrap;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab.p-mod-hidden {
  display: none !important;
}

 .jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging .p-TabBar-tab {
  position: relative;
}

 .jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging[data-orientation='horizontal'] .p-TabBar-tab {
  left: 0;
  -webkit-transition: left 150ms ease;
  transition: left 150ms ease;
}

 .jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging[data-orientation='vertical'] .p-TabBar-tab {
  top: 0;
  -webkit-transition: top 150ms ease;
  transition: top 150ms ease;
}

 .jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging .p-TabBar-tab.p-mod-dragging {
  -webkit-transition: none;
  transition: none;
}

 /* End tabbar.css */

 :root { /* margin between inline elements */

    /* From Material Design Lite */
}

 .jupyter-widgets {
    margin: 2px;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    color: black;
    overflow: visible;
}

 .jupyter-widgets.jupyter-widgets-disconnected::before {
    line-height: 28px;
    height: 28px;
}

 .jp-Output-result > .jupyter-widgets {
    margin-left: 0;
    margin-right: 0;
}

 /* vbox and hbox */

 .widget-inline-hbox {
    /* Horizontal widgets */
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: horizontal;
    -webkit-box-direction: normal;
        -ms-flex-direction: row;
            flex-direction: row;
    -webkit-box-align: baseline;
        -ms-flex-align: baseline;
            align-items: baseline;
}

 .widget-inline-vbox {
    /* Vertical Widgets */
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
    -webkit-box-align: center;
        -ms-flex-align: center;
            align-items: center;
}

 .widget-box {
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    margin: 0;
    overflow: auto;
}

 .widget-gridbox {
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    display: grid;
    margin: 0;
    overflow: auto;
}

 .widget-hbox {
    -webkit-box-orient: horizontal;
    -webkit-box-direction: normal;
        -ms-flex-direction: row;
            flex-direction: row;
}

 .widget-vbox {
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
}

 /* General Button Styling */

 .jupyter-button {
    padding-left: 10px;
    padding-right: 10px;
    padding-top: 0px;
    padding-bottom: 0px;
    display: inline-block;
    white-space: nowrap;
    overflow: hidden;
    text-overflow: ellipsis;
    text-align: center;
    font-size: 13px;
    cursor: pointer;

    height: 28px;
    border: 0px solid;
    line-height: 28px;
    -webkit-box-shadow: none;
            box-shadow: none;

    color: rgba(0, 0, 0, .8);
    background-color: #EEEEEE;
    border-color: #E0E0E0;
    border: none;
}

 .jupyter-button i.fa {
    margin-right: 4px;
    pointer-events: none;
}

 .jupyter-button:empty:before {
    content: "\200b"; /* zero-width space */
}

 .jupyter-widgets.jupyter-button:disabled {
    opacity: 0.6;
}

 .jupyter-button i.fa.center {
    margin-right: 0;
}

 .jupyter-button:hover:enabled, .jupyter-button:focus:enabled {
    /* MD Lite 2dp shadow */
    -webkit-box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .14),
                0 3px 1px -2px rgba(0, 0, 0, .2),
                0 1px 5px 0 rgba(0, 0, 0, .12);
            box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .14),
                0 3px 1px -2px rgba(0, 0, 0, .2),
                0 1px 5px 0 rgba(0, 0, 0, .12);
}

 .jupyter-button:active, .jupyter-button.mod-active {
    /* MD Lite 4dp shadow */
    -webkit-box-shadow: 0 4px 5px 0 rgba(0, 0, 0, .14),
                0 1px 10px 0 rgba(0, 0, 0, .12),
                0 2px 4px -1px rgba(0, 0, 0, .2);
            box-shadow: 0 4px 5px 0 rgba(0, 0, 0, .14),
                0 1px 10px 0 rgba(0, 0, 0, .12),
                0 2px 4px -1px rgba(0, 0, 0, .2);
    color: rgba(0, 0, 0, .8);
    background-color: #BDBDBD;
}

 .jupyter-button:focus:enabled {
    outline: 1px solid #64B5F6;
}

 /* Button "Primary" Styling */

 .jupyter-button.mod-primary {
    color: rgba(255, 255, 255, 1.0);
    background-color: #2196F3;
}

 .jupyter-button.mod-primary.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #1976D2;
}

 .jupyter-button.mod-primary:active {
    color: rgba(255, 255, 255, 1);
    background-color: #1976D2;
}

 /* Button "Success" Styling */

 .jupyter-button.mod-success {
    color: rgba(255, 255, 255, 1.0);
    background-color: #4CAF50;
}

 .jupyter-button.mod-success.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #388E3C;
 }

 .jupyter-button.mod-success:active {
    color: rgba(255, 255, 255, 1);
    background-color: #388E3C;
 }

 /* Button "Info" Styling */

 .jupyter-button.mod-info {
    color: rgba(255, 255, 255, 1.0);
    background-color: #00BCD4;
}

 .jupyter-button.mod-info.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #0097A7;
}

 .jupyter-button.mod-info:active {
    color: rgba(255, 255, 255, 1);
    background-color: #0097A7;
}

 /* Button "Warning" Styling */

 .jupyter-button.mod-warning {
    color: rgba(255, 255, 255, 1.0);
    background-color: #FF9800;
}

 .jupyter-button.mod-warning.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #F57C00;
}

 .jupyter-button.mod-warning:active {
    color: rgba(255, 255, 255, 1);
    background-color: #F57C00;
}

 /* Button "Danger" Styling */

 .jupyter-button.mod-danger {
    color: rgba(255, 255, 255, 1.0);
    background-color: #F44336;
}

 .jupyter-button.mod-danger.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #D32F2F;
}

 .jupyter-button.mod-danger:active {
    color: rgba(255, 255, 255, 1);
    background-color: #D32F2F;
}

 /* Widget Button*/

 .widget-button, .widget-toggle-button {
    width: 148px;
}

 /* Widget Label Styling */

 /* Override Bootstrap label css */

 .jupyter-widgets label {
    margin-bottom: 0;
    margin-bottom: initial;
}

 .widget-label-basic {
    /* Basic Label */
    color: black;
    font-size: 13px;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
    line-height: 28px;
}

 .widget-label {
    /* Label */
    color: black;
    font-size: 13px;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
    line-height: 28px;
}

 .widget-inline-hbox .widget-label {
    /* Horizontal Widget Label */
    color: black;
    text-align: right;
    margin-right: 8px;
    width: 80px;
    -ms-flex-negative: 0;
        flex-shrink: 0;
}

 .widget-inline-vbox .widget-label {
    /* Vertical Widget Label */
    color: black;
    text-align: center;
    line-height: 28px;
}

 /* Widget Readout Styling */

 .widget-readout {
    color: black;
    font-size: 13px;
    height: 28px;
    line-height: 28px;
    overflow: hidden;
    white-space: nowrap;
    text-align: center;
}

 .widget-readout.overflow {
    /* Overflowing Readout */

    /* From Material Design Lite
        shadow-key-umbra-opacity: 0.2;
        shadow-key-penumbra-opacity: 0.14;
        shadow-ambient-shadow-opacity: 0.12;
     */
    -webkit-box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .2),
                        0 3px 1px -2px rgba(0, 0, 0, .14),
                        0 1px 5px 0 rgba(0, 0, 0, .12);

    box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .2),
                0 3px 1px -2px rgba(0, 0, 0, .14),
                0 1px 5px 0 rgba(0, 0, 0, .12);
}

 .widget-inline-hbox .widget-readout {
    /* Horizontal Readout */
    text-align: center;
    max-width: 148px;
    min-width: 72px;
    margin-left: 4px;
}

 .widget-inline-vbox .widget-readout {
    /* Vertical Readout */
    margin-top: 4px;
    /* as wide as the widget */
    width: inherit;
}

 /* Widget Checkbox Styling */

 .widget-checkbox {
    width: 300px;
    height: 28px;
    line-height: 28px;
}

 .widget-checkbox input[type="checkbox"] {
    margin: 0px 8px 0px 0px;
    line-height: 28px;
    font-size: large;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    -ms-flex-negative: 0;
        flex-shrink: 0;
    -ms-flex-item-align: center;
        align-self: center;
}

 /* Widget Valid Styling */

 .widget-valid {
    height: 28px;
    line-height: 28px;
    width: 148px;
    font-size: 13px;
}

 .widget-valid i:before {
    line-height: 28px;
    margin-right: 4px;
    margin-left: 4px;

    /* from the fa class in FontAwesome: https://github.com/FortAwesome/Font-Awesome/blob/49100c7c3a7b58d50baa71efef11af41a66b03d3/css/font-awesome.css#L14 */
    display: inline-block;
    font: normal normal normal 14px/1 FontAwesome;
    font-size: inherit;
    text-rendering: auto;
    -webkit-font-smoothing: antialiased;
    -moz-osx-font-smoothing: grayscale;
}

 .widget-valid.mod-valid i:before {
    content: "\f00c";
    color: green;
}

 .widget-valid.mod-invalid i:before {
    content: "\f00d";
    color: red;
}

 .widget-valid.mod-valid .widget-valid-readout {
    display: none;
}

 /* Widget Text and TextArea Stying */

 .widget-textarea, .widget-text {
    width: 300px;
}

 .widget-text input[type="text"], .widget-text input[type="number"]{
    height: 28px;
    line-height: 28px;
}

 .widget-text input[type="text"]:disabled, .widget-text input[type="number"]:disabled, .widget-textarea textarea:disabled {
    opacity: 0.6;
}

 .widget-text input[type="text"], .widget-text input[type="number"], .widget-textarea textarea {
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    border: 1px solid #9E9E9E;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    font-size: 13px;
    padding: 4px 8px;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    min-width: 0; /* This makes it possible for the flexbox to shrink this input */
    -ms-flex-negative: 1;
        flex-shrink: 1;
    outline: none !important;
}

 .widget-textarea textarea {
    height: inherit;
    width: inherit;
}

 .widget-text input:focus, .widget-textarea textarea:focus {
    border-color: #64B5F6;
}

 /* Widget Slider */

 .widget-slider .ui-slider {
    /* Slider Track */
    border: 1px solid #BDBDBD;
    background: #BDBDBD;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    position: relative;
    border-radius: 0px;
}

 .widget-slider .ui-slider .ui-slider-handle {
    /* Slider Handle */
    outline: none !important; /* focused slider handles are colored - see below */
    position: absolute;
    background-color: white;
    border: 1px solid #9E9E9E;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    z-index: 1;
    background-image: none; /* Override jquery-ui */
}

 /* Override jquery-ui */

 .widget-slider .ui-slider .ui-slider-handle:hover, .widget-slider .ui-slider .ui-slider-handle:focus {
    background-color: #2196F3;
    border: 1px solid #2196F3;
}

 .widget-slider .ui-slider .ui-slider-handle:active {
    background-color: #2196F3;
    border-color: #2196F3;
    z-index: 2;
    -webkit-transform: scale(1.2);
            transform: scale(1.2);
}

 .widget-slider  .ui-slider .ui-slider-range {
    /* Interval between the two specified value of a double slider */
    position: absolute;
    background: #2196F3;
    z-index: 0;
}

 /* Shapes of Slider Handles */

 .widget-hslider .ui-slider .ui-slider-handle {
    width: 16px;
    height: 16px;
    margin-top: -7px;
    margin-left: -7px;
    border-radius: 50%;
    top: 0;
}

 .widget-vslider .ui-slider .ui-slider-handle {
    width: 16px;
    height: 16px;
    margin-bottom: -7px;
    margin-left: -7px;
    border-radius: 50%;
    left: 0;
}

 .widget-hslider .ui-slider .ui-slider-range {
    height: 8px;
    margin-top: -3px;
}

 .widget-vslider .ui-slider .ui-slider-range {
    width: 8px;
    margin-left: -3px;
}

 /* Horizontal Slider */

 .widget-hslider {
    width: 300px;
    height: 28px;
    line-height: 28px;

    /* Override the align-items baseline. This way, the description and readout
    still seem to align their baseline properly, and we don't have to have
    align-self: stretch in the .slider-container. */
    -webkit-box-align: center;
        -ms-flex-align: center;
            align-items: center;
}

 .widgets-slider .slider-container {
    overflow: visible;
}

 .widget-hslider .slider-container {
    height: 28px;
    margin-left: 6px;
    margin-right: 6px;
    -webkit-box-flex: 1;
        -ms-flex: 1 1 148px;
            flex: 1 1 148px;
}

 .widget-hslider .ui-slider {
    /* Inner, invisible slide div */
    height: 4px;
    margin-top: 12px;
    width: 100%;
}

 /* Vertical Slider */

 .widget-vbox .widget-label {
    height: 28px;
    line-height: 28px;
}

 .widget-vslider {
    /* Vertical Slider */
    height: 200px;
    width: 72px;
}

 .widget-vslider .slider-container {
    -webkit-box-flex: 1;
        -ms-flex: 1 1 148px;
            flex: 1 1 148px;
    margin-left: auto;
    margin-right: auto;
    margin-bottom: 6px;
    margin-top: 6px;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
}

 .widget-vslider .ui-slider-vertical {
    /* Inner, invisible slide div */
    width: 4px;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    margin-left: auto;
    margin-right: auto;
}

 /* Widget Progress Styling */

 .progress-bar {
    -webkit-transition: none;
    transition: none;
}

 .progress-bar {
    height: 28px;
}

 .progress-bar {
    background-color: #2196F3;
}

 .progress-bar-success {
    background-color: #4CAF50;
}

 .progress-bar-info {
    background-color: #00BCD4;
}

 .progress-bar-warning {
    background-color: #FF9800;
}

 .progress-bar-danger {
    background-color: #F44336;
}

 .progress {
    background-color: #EEEEEE;
    border: none;
    -webkit-box-shadow: none;
            box-shadow: none;
}

 /* Horisontal Progress */

 .widget-hprogress {
    /* Progress Bar */
    height: 28px;
    line-height: 28px;
    width: 300px;
    -webkit-box-align: center;
        -ms-flex-align: center;
            align-items: center;

}

 .widget-hprogress .progress {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    margin-top: 4px;
    margin-bottom: 4px;
    -ms-flex-item-align: stretch;
        align-self: stretch;
    /* Override bootstrap style */
    height: auto;
    height: initial;
}

 /* Vertical Progress */

 .widget-vprogress {
    height: 200px;
    width: 72px;
}

 .widget-vprogress .progress {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    width: 20px;
    margin-left: auto;
    margin-right: auto;
    margin-bottom: 0;
}

 /* Select Widget Styling */

 .widget-dropdown {
    height: 28px;
    width: 300px;
    line-height: 28px;
}

 .widget-dropdown > select {
    padding-right: 20px;
    border: 1px solid #9E9E9E;
    border-radius: 0;
    height: inherit;
    -webkit-box-flex: 1;
        -ms-flex: 1 1 148px;
            flex: 1 1 148px;
    min-width: 0; /* This makes it possible for the flexbox to shrink this input */
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    outline: none !important;
    -webkit-box-shadow: none;
            box-shadow: none;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    font-size: 13px;
    vertical-align: top;
    padding-left: 8px;
	appearance: none;
	-webkit-appearance: none;
	-moz-appearance: none;
    background-repeat: no-repeat;
	background-size: 20px;
	background-position: right center;
    background-image: url("data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0idXRmLTgiPz4KPCEtLSBHZW5lcmF0b3I6IEFkb2JlIElsbHVzdHJhdG9yIDE5LjIuMSwgU1ZHIEV4cG9ydCBQbHVnLUluIC4gU1ZHIFZlcnNpb246IDYuMDAgQnVpbGQgMCkgIC0tPgo8c3ZnIHZlcnNpb249IjEuMSIgaWQ9IkxheWVyXzEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgeG1sbnM6eGxpbms9Imh0dHA6Ly93d3cudzMub3JnLzE5OTkveGxpbmsiIHg9IjBweCIgeT0iMHB4IgoJIHZpZXdCb3g9IjAgMCAxOCAxOCIgc3R5bGU9ImVuYWJsZS1iYWNrZ3JvdW5kOm5ldyAwIDAgMTggMTg7IiB4bWw6c3BhY2U9InByZXNlcnZlIj4KPHN0eWxlIHR5cGU9InRleHQvY3NzIj4KCS5zdDB7ZmlsbDpub25lO30KPC9zdHlsZT4KPHBhdGggZD0iTTUuMiw1LjlMOSw5LjdsMy44LTMuOGwxLjIsMS4ybC00LjksNWwtNC45LTVMNS4yLDUuOXoiLz4KPHBhdGggY2xhc3M9InN0MCIgZD0iTTAtMC42aDE4djE4SDBWLTAuNnoiLz4KPC9zdmc+Cg");
}

 .widget-dropdown > select:focus {
    border-color: #64B5F6;
}

 .widget-dropdown > select:disabled {
    opacity: 0.6;
}

 /* To disable the dotted border in Firefox around select controls.
   See http://stackoverflow.com/a/18853002 */

 .widget-dropdown > select:-moz-focusring {
    color: transparent;
    text-shadow: 0 0 0 #000;
}

 /* Select and SelectMultiple */

 .widget-select {
    width: 300px;
    line-height: 28px;

    /* Because Firefox defines the baseline of a select as the bottom of the
    control, we align the entire control to the top and add padding to the
    select to get an approximate first line baseline alignment. */
    -webkit-box-align: start;
        -ms-flex-align: start;
            align-items: flex-start;
}

 .widget-select > select {
    border: 1px solid #9E9E9E;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    font-size: 13px;
    -webkit-box-flex: 1;
        -ms-flex: 1 1 148px;
            flex: 1 1 148px;
    outline: none !important;
    overflow: auto;
    height: inherit;

    /* Because Firefox defines the baseline of a select as the bottom of the
    control, we align the entire control to the top and add padding to the
    select to get an approximate first line baseline alignment. */
    padding-top: 5px;
}

 .widget-select > select:focus {
    border-color: #64B5F6;
}

 .wiget-select > select > option {
    padding-left: 4px;
    line-height: 28px;
    /* line-height doesn't work on some browsers for select options */
    padding-top: calc(28px - var(--jp-widgets-font-size) / 2);
    padding-bottom: calc(28px - var(--jp-widgets-font-size) / 2);
}

 /* Toggle Buttons Styling */

 .widget-toggle-buttons {
    line-height: 28px;
}

 .widget-toggle-buttons .widget-toggle-button {
    margin-left: 2px;
    margin-right: 2px;
}

 .widget-toggle-buttons .jupyter-button:disabled {
    opacity: 0.6;
}

 /* Radio Buttons Styling */

 .widget-radio {
    width: 300px;
    line-height: 28px;
}

 .widget-radio-box {
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
    -webkit-box-align: stretch;
        -ms-flex-align: stretch;
            align-items: stretch;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    margin-bottom: 8px;
}

 .widget-radio-box label {
    height: 20px;
    line-height: 20px;
    font-size: 13px;
}

 .widget-radio-box input {
    height: 20px;
    line-height: 20px;
    margin: 0 8px 0 1px;
    float: left;
}

 /* Color Picker Styling */

 .widget-colorpicker {
    width: 300px;
    height: 28px;
    line-height: 28px;
}

 .widget-colorpicker > .widget-colorpicker-input {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    -ms-flex-negative: 1;
        flex-shrink: 1;
    min-width: 72px;
}

 .widget-colorpicker input[type="color"] {
    width: 28px;
    height: 28px;
    padding: 0 2px; /* make the color square actually square on Chrome on OS X */
    background: white;
    color: rgba(0, 0, 0, .8);
    border: 1px solid #9E9E9E;
    border-left: none;
    -webkit-box-flex: 0;
        -ms-flex-positive: 0;
            flex-grow: 0;
    -ms-flex-negative: 0;
        flex-shrink: 0;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    -ms-flex-item-align: stretch;
        align-self: stretch;
    outline: none !important;
}

 .widget-colorpicker.concise input[type="color"] {
    border-left: 1px solid #9E9E9E;
}

 .widget-colorpicker input[type="color"]:focus, .widget-colorpicker input[type="text"]:focus {
    border-color: #64B5F6;
}

 .widget-colorpicker input[type="text"] {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    outline: none !important;
    height: 28px;
    line-height: 28px;
    background: white;
    color: rgba(0, 0, 0, .8);
    border: 1px solid #9E9E9E;
    font-size: 13px;
    padding: 4px 8px;
    min-width: 0; /* This makes it possible for the flexbox to shrink this input */
    -ms-flex-negative: 1;
        flex-shrink: 1;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
}

 .widget-colorpicker input[type="text"]:disabled {
    opacity: 0.6;
}

 /* Date Picker Styling */

 .widget-datepicker {
    width: 300px;
    height: 28px;
    line-height: 28px;
}

 .widget-datepicker input[type="date"] {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    -ms-flex-negative: 1;
        flex-shrink: 1;
    min-width: 0; /* This makes it possible for the flexbox to shrink this input */
    outline: none !important;
    height: 28px;
    border: 1px solid #9E9E9E;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    font-size: 13px;
    padding: 4px 8px;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
}

 .widget-datepicker input[type="date"]:focus {
    border-color: #64B5F6;
}

 .widget-datepicker input[type="date"]:invalid {
    border-color: #FF9800;
}

 .widget-datepicker input[type="date"]:disabled {
    opacity: 0.6;
}

 /* Play Widget */

 .widget-play {
    width: 148px;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-align: stretch;
        -ms-flex-align: stretch;
            align-items: stretch;
}

 .widget-play .jupyter-button {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    height: auto;
}

 .widget-play .jupyter-button:disabled {
    opacity: 0.6;
}

 /* Tab Widget */

 .jupyter-widgets.widget-tab {
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
}

 .jupyter-widgets.widget-tab > .p-TabBar {
    /* Necessary so that a tab can be shifted down to overlay the border of the box below. */
    overflow-x: visible;
    overflow-y: visible;
}

 .jupyter-widgets.widget-tab > .p-TabBar > .p-TabBar-content {
    /* Make sure that the tab grows from bottom up */
    -webkit-box-align: end;
        -ms-flex-align: end;
            align-items: flex-end;
    min-width: 0;
    min-height: 0;
}

 .jupyter-widgets.widget-tab > .widget-tab-contents {
    width: 100%;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    margin: 0;
    background: white;
    color: rgba(0, 0, 0, .8);
    border: 1px solid #9E9E9E;
    padding: 15px;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    overflow: auto;
}

 .jupyter-widgets.widget-tab > .p-TabBar {
    font: 13px Helvetica, Arial, sans-serif;
    min-height: 25px;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab {
    -webkit-box-flex: 0;
        -ms-flex: 0 1 144px;
            flex: 0 1 144px;
    min-width: 35px;
    min-height: 25px;
    line-height: 24px;
    margin-left: -1px;
    padding: 0px 10px;
    background: #EEEEEE;
    color: rgba(0, 0, 0, .5);
    border: 1px solid #9E9E9E;
    border-bottom: none;
    position: relative;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab.p-mod-current {
    color: rgba(0, 0, 0, 1.0);
    /* We want the background to match the tab content background */
    background: white;
    min-height: 26px;
    -webkit-transform: translateY(1px);
            transform: translateY(1px);
    overflow: visible;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab.p-mod-current:before {
    position: absolute;
    top: -1px;
    left: -1px;
    content: '';
    height: 2px;
    width: calc(100% + 2px);
    background: #2196F3;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab:first-child {
    margin-left: 0;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab:hover:not(.p-mod-current) {
    background: white;
    color: rgba(0, 0, 0, .8);
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-mod-closable > .p-TabBar-tabCloseIcon {
    margin-left: 4px;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-mod-closable > .p-TabBar-tabCloseIcon:before {
    font-family: FontAwesome;
    content: '\f00d'; /* close */
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabIcon,
.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabLabel,
.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabCloseIcon {
    line-height: 24px;
}

 /* Accordion Widget */

 .p-Collapse {
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
    -webkit-box-align: stretch;
        -ms-flex-align: stretch;
            align-items: stretch;
}

 .p-Collapse-header {
    padding: 4px;
    cursor: pointer;
    color: rgba(0, 0, 0, .5);
    background-color: #EEEEEE;
    border: 1px solid #9E9E9E;
    padding: 10px 15px;
    font-weight: bold;
}

 .p-Collapse-header:hover {
    background-color: white;
    color: rgba(0, 0, 0, .8);
}

 .p-Collapse-open > .p-Collapse-header {
    background-color: white;
    color: rgba(0, 0, 0, 1.0);
    cursor: default;
    border-bottom: none;
}

 .p-Collapse .p-Collapse-header::before {
    content: '\f0da\00A0';  /* caret-right, non-breaking space */
    display: inline-block;
    font: normal normal normal 14px/1 FontAwesome;
    font-size: inherit;
    text-rendering: auto;
    -webkit-font-smoothing: antialiased;
    -moz-osx-font-smoothing: grayscale;
}

 .p-Collapse-open > .p-Collapse-header::before {
    content: '\f0d7\00A0'; /* caret-down, non-breaking space */
}

 .p-Collapse-contents {
    padding: 15px;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    border-left: 1px solid #9E9E9E;
    border-right: 1px solid #9E9E9E;
    border-bottom: 1px solid #9E9E9E;
    overflow: auto;
}

 .p-Accordion {
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
    -webkit-box-align: stretch;
        -ms-flex-align: stretch;
            align-items: stretch;
}

 .p-Accordion .p-Collapse {
    margin-bottom: 0;
}

 .p-Accordion .p-Collapse + .p-Collapse {
    margin-top: 4px;
}

 /* HTML widget */

 .widget-html, .widget-htmlmath {
    font-size: 13px;
}

 .widget-html > .widget-html-content, .widget-htmlmath > .widget-html-content {
    /* Fill out the area in the HTML widget */
    -ms-flex-item-align: stretch;
        align-self: stretch;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    -ms-flex-negative: 1;
        flex-shrink: 1;
    /* Makes sure the baseline is still aligned with other elements */
    line-height: 28px;
    /* Make it possible to have absolutely-positioned elements in the html */
    position: relative;
}

/*# 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 */",
              "ok": true,
              "headers": [
                [
                  "content-type",
                  "text/css"
                ]
              ],
              "status": 200,
              "status_text": ""
            }
          },
          "base_uri": "https://localhost:8080/",
          "height": 1000
        }
      },
      "source": [
        "def saliencyShaping(sTree, sAttr, sminArea):  \n",
        "    global graph\n",
        "\n",
        "    edge_weights = hg.weight_graph(graph, image, hg.WeightFunction.L2)\n",
        "    t1, altitudes = buildTree(graph, edge_weights, tree=sTree, areamin=sminArea)\n",
        "    g = hg.CptHierarchy.get_leaf_graph(t1)\n",
        "    g_shape = hg.CptGridGraph.get_shape(g)\n",
        "    edge_weights = hg.weight_graph(g, resize(image, g_shape, anti_aliasing=True), hg.WeightFunction.L2)\n",
        "    \n",
        "    attr = attribut(t1, sAttr, edge_weights)\n",
        "    \n",
        "    # Now the second tree t2\n",
        "    sources, targets = t1.edge_list()\n",
        "    g2 = hg.UndirectedGraph(t1.num_vertices() - t1.num_leaves())\n",
        "    g2.add_edges(sources[t1.num_leaves():] - t1.num_leaves(), targets[t1.num_leaves():] - t1.num_leaves())\n",
        "    \n",
        "    # and compute the max tree\n",
        "    t2 , a2 = hg.component_tree_max_tree(g2, attr)\n",
        "    \n",
        "    # Compute extinction values\n",
        "    extinction = hg.attribute_dynamics(t2, a2)\n",
        "    \n",
        "    # The regions are the extrema of t2\n",
        "    extrem = hg.attribute_extrema(t2, a2)\n",
        "    \n",
        "    extrema_nodes, = np.nonzero(extrem)\n",
        "\n",
        "    # labelisations of vertices with extrema indices\n",
        "    node_labels_t2 = np.zeros(t2.num_vertices(), dtype=np.int64)\n",
        "    node_labels_t2[extrema_nodes] = extrema_nodes\n",
        "    \n",
        "    # labelisation of the leaves of t2 (ie, inner nodes of t1) by the index of the extrema they belong to (or 0 if there are not in an extrema)\n",
        "    extrema_labels_t2 = hg.propagate_sequential(t2,  node_labels_t2, np.logical_not(extrem))[:t2.num_leaves()]\n",
        "    \n",
        "    # equivalent labelisation of the inner nodes of t1\n",
        "    attr_extrema_labels_t1 = np.concatenate((np.zeros(t1.num_leaves(), dtype=np.int64), extrema_labels_t2))\n",
        "    \n",
        "    # There may be connected components of t1 with the same labels, we only keep  the largest node of each connected component,\n",
        "    # ie. the one whose parent has a different label value\n",
        "    attr_extrema_labels_t1[attr_extrema_labels_t1 == attr_extrema_labels_t1[t1.parents()]] = 0\n",
        "    \n",
        "    # we replace non zero labels by the associated extinction value\n",
        "    representent_nodes, = np.nonzero(attr_extrema_labels_t1)\n",
        "    nodes_extinction = np.zeros_like(attr_extrema_labels_t1, dtype=np.float64)\n",
        "    representent_nodes_labels = attr_extrema_labels_t1[representent_nodes]\n",
        "    nodes_extinction[representent_nodes] = extinction[representent_nodes_labels]\n",
        "    \n",
        "    # maximal extinction on contours\n",
        "    saliency_map = hg.accumulate_on_contours(t1, nodes_extinction, hg.Accumulators.max)\n",
        "    \n",
        "    # drawing\n",
        "    cutKhal = hg.graph_4_adjacency_2_khalimsky(g, saliency_map)\n",
        "    #imageio.imsave(\"res.png\", cutKhal / np.max(cutKhal))\n",
        "    imshow(cutKhal, cmap='gray_r')\n",
        "    return \n",
        "  \n",
        "interact(saliencyShaping, \n",
        "         sTree=['ToS', 'BPT', 'maxTree', 'minTree'], \n",
        "         sAttr=['averageGradContour', 'compactness', 'circ'],\n",
        "         sminArea=FloatSlider(min=10, mx=1000, step=10, continuous_update=False))"
      ],
      "execution_count": 29,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "4321e525e3124e4198e894e005ea16d4",
              "version_minor": 0,
              "version_major": 2
            },
            "text/plain": [
              "interactive(children=(Dropdown(description='sTree', options=('ToS', 'BPT', 'maxTree', 'minTree'), value='ToS')…"
            ]
          },
          "metadata": {
            "tags": []
          }
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<function __main__.saliencyShaping>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 29
        }
      ]
    }
  ]
}