.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_examples/transformations/plot_drop_pixel.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_drop_pixel.py>`
        to download the full example code.

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

.. _sphx_glr_auto_examples_transformations_plot_drop_pixel.py:


==========
DropPixel
==========
The :class:`~tonic.transforms.DropPixel` removes all events
that occur at given pixels.

.. GENERATED FROM PYTHON SOURCE LINES 8-35



.. 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()) {
             // switch from oninput to onchange because IE <= 11 does not conform
             // with W3C specification. It ignores oninput and onchange behaves
             // like oninput. In contrast, Microsoft Edge behaves correctly.
             slider.setAttribute('onchange', slider.getAttribute('oninput'));
             slider.setAttribute('oninput', null);
         }
         this.set_frame(this.current_frame);
       }

       Animation.prototype.get_loop_state = function(){
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             if (button.checked) {
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         return undefined;
       }

       Animation.prototype.set_frame = function(frame){
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         document.getElementById(this.img_id).src =
                 this.frames[this.current_frame].src;
         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()
       {
         this.set_frame(Math.max(0, this.current_frame - 1));
       }

       Animation.prototype.first_frame = function()
       {
         this.set_frame(0);
       }

       Animation.prototype.last_frame = function()
       {
         this.set_frame(this.frames.length - 1);
       }

       Animation.prototype.slower = function()
       {
         this.interval /= 0.7;
         if(this.direction > 0){this.play_animation();}
         else if(this.direction < 0){this.reverse_animation();}
       }

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

       Animation.prototype.anim_step_forward = function()
       {
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         if(this.current_frame < this.frames.length){
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         }else{
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           if(loop_state == "loop"){
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             this.reverse_animation();
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             this.last_frame();
           }
         }
       }

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         }else{
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           }else if(loop_state == "reflect"){
             this.first_frame();
             this.play_animation();
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             this.pause_animation();
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           }
         }
       }

       Animation.prototype.pause_animation = function()
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         if (this.timer){
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           this.timer = null;
         }
       }

       Animation.prototype.play_animation = function()
       {
         this.pause_animation();
         this.direction = 1;
         var t = this;
         if (!this.timer) this.timer = setInterval(function() {
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         }, this.interval);
       }

       Animation.prototype.reverse_animation = function()
       {
         this.pause_animation();
         this.direction = -1;
         var t = this;
         if (!this.timer) this.timer = setInterval(function() {
             t.anim_step_reverse();
         }, this.interval);
       }
     </script>

     <style>
     .animation {
         display: inline-block;
         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;
     }
     .anim-state input {
         margin: 0;
         vertical-align: middle;
     }
     </style>

     <div class="animation">
       <img id="_anim_img5d6feade8a814779b484c628ab784317">
       <div class="anim-controls">
         <input id="_anim_slider5d6feade8a814779b484c628ab784317" type="range" class="anim-slider"
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               <i class="fa fa-minus"></i></button>
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               <i class="fa fa-step-forward"></i></button>
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           <button title="Increase speed" aria-label="Increase speed" onclick="anim5d6feade8a814779b484c628ab784317.faster()">
               <i class="fa fa-plus"></i></button>
         </div>
         <form title="Repetition mode" aria-label="Repetition mode" action="#n" name="_anim_loop_select5d6feade8a814779b484c628ab784317"
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           <input type="radio" name="state" value="once" id="_anim_radio1_5d6feade8a814779b484c628ab784317"
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           <label for="_anim_radio3_5d6feade8a814779b484c628ab784317">Reflect</label>
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       </div>
     </div>


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         var slider_id = "_anim_slider5d6feade8a814779b484c628ab784317";
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     "


         /* set a timeout to make sure all the above elements are created before
            the object is initialized. */
         setTimeout(function() {
             anim5d6feade8a814779b484c628ab784317 = new Animation(frames, img_id, slider_id, 100.0,
                                      loop_select_id);
         }, 0);
       })()
     </script>






.. code-block:: Python


    import numpy as np

    import tonic

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

    transform = tonic.transforms.Compose(
        [
            tonic.transforms.DropPixel(
                coordinates=[
                    [x, y]
                    for x in np.random.randint(34, size=29)
                    for y in np.random.randint(34, size=29)
                ]
            ),
            tonic.transforms.ToFrame(
                sensor_size=nmnist.sensor_size,
                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 3.099 seconds)


.. _sphx_glr_download_auto_examples_transformations_plot_drop_pixel.py:

.. only:: html

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

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

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

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

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

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

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


.. only:: html

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

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