.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_examples/transformations/plot_downsample.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        :ref:`Go to the end <sphx_glr_download_auto_examples_transformations_plot_downsample.py>`
        to download the full example code.

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_auto_examples_transformations_plot_downsample.py:


==========
Downsample
==========
The :class:`~tonic.transforms.Downsample` applies
spatial and/or temporal factors to events.

.. GENERATED FROM PYTHON SOURCE LINES 8-27



.. container:: sphx-glr-animation

    .. raw:: html

        
     <link rel="stylesheet"
     href="https://maxcdn.bootstrapcdn.com/font-awesome/4.4.0/css/font-awesome.min.css">
     <script language="javascript">
       function isInternetExplorer() {
         ua = navigator.userAgent;
         /* MSIE used to detect old browsers and Trident used to newer ones*/
         return ua.indexOf("MSIE ") > -1 || ua.indexOf("Trident/") > -1;
       }

       /* Define the Animation class */
       function Animation(frames, img_id, slider_id, interval, loop_select_id){
         this.img_id = img_id;
         this.slider_id = slider_id;
         this.loop_select_id = loop_select_id;
         this.interval = interval;
         this.current_frame = 0;
         this.direction = 0;
         this.timer = null;
         this.frames = new Array(frames.length);

         for (var i=0; i<frames.length; i++)
         {
          this.frames[i] = new Image();
          this.frames[i].src = frames[i];
         }
         var slider = document.getElementById(this.slider_id);
         slider.max = this.frames.length - 1;
         if (isInternetExplorer()) {
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             // with W3C specification. It ignores oninput and onchange behaves
             // like oninput. In contrast, Microsoft Edge behaves correctly.
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             slider.setAttribute('oninput', null);
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         document.getElementById(this.slider_id).value = this.current_frame;
       }

       Animation.prototype.next_frame = function()
       {
         this.set_frame(Math.min(this.frames.length - 1, this.current_frame + 1));
       }

       Animation.prototype.previous_frame = function()
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       }

       Animation.prototype.slower = function()
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         else if(this.direction < 0){this.reverse_animation();}
       }

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       }

       Animation.prototype.anim_step_forward = function()
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         var t = this;
         if (!this.timer) this.timer = setInterval(function() {
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         }, this.interval);
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     </script>

     <style>
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         text-align: center;
     }
     input[type=range].anim-slider {
         width: 374px;
         margin-left: auto;
         margin-right: auto;
     }
     .anim-buttons {
         margin: 8px 0px;
     }
     .anim-buttons button {
         padding: 0;
         width: 36px;
     }
     .anim-state label {
         margin-right: 8px;
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     .anim-state input {
         margin: 0;
         vertical-align: middle;
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     </style>

     <div class="animation">
       <img id="_anim_imgba56908eed62426cb59a5fa080518488">
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         /* set a timeout to make sure all the above elements are created before
            the object is initialized. */
         setTimeout(function() {
             animba56908eed62426cb59a5fa080518488 = new Animation(frames, img_id, slider_id, 100.0,
                                      loop_select_id);
         }, 0);
       })()
     </script>



.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers). Got range [0.0..2.0].






|

.. code-block:: Python


    import tonic

    nmnist = tonic.datasets.NMNIST("../../tutorials/data", train=False)
    events, label = nmnist[0]

    transform = tonic.transforms.Compose(
        [
            tonic.transforms.Downsample(spatial_factor=0.5),
            tonic.transforms.ToFrame(
                sensor_size=(17, 17, 2),
                time_window=10000,
            ),
        ]
    )

    frames = transform(events)

    ani = tonic.utils.plot_animation(frames)


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

   **Total running time of the script:** (0 minutes 3.149 seconds)


.. _sphx_glr_download_auto_examples_transformations_plot_downsample.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download Jupyter notebook: plot_downsample.ipynb <plot_downsample.ipynb>`

    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download Python source code: plot_downsample.py <plot_downsample.py>`

    .. container:: sphx-glr-download sphx-glr-download-zip

      :download:`Download zipped: plot_downsample.zip <plot_downsample.zip>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_