From befda4cc9a3713567135874181b9dc4b11b81a67 Mon Sep 17 00:00:00 2001
From: "Daniel.Frisinghelli" <daniel.frisinghelli@eurac.edu>
Date: Thu, 27 Aug 2020 17:27:20 +0200
Subject: [PATCH] Remove build.

---
 docs/_build/doctrees/environment.pickle       | Bin 132755 -> 135282 bytes
 ...segcnn.core.dataset.Cloud95Dataset.doctree | Bin 42912 -> 43588 bytes
 ...pysegcnn.core.dataset.ImageDataset.doctree | Bin 43136 -> 70736 bytes
 ...ysegcnn.core.dataset.SparcsDataset.doctree | Bin 42872 -> 43567 bytes
 .../pysegcnn.core.layers.Block.doctree        | Bin 64670 -> 65313 bytes
 .../pysegcnn.core.layers.Conv2dSame.doctree   | Bin 64676 -> 65316 bytes
 ...gcnn.core.layers.ConvBnReluMaxPool.doctree | Bin 63988 -> 64655 bytes
 ...nn.core.layers.ConvBnReluMaxUnpool.doctree | Bin 64568 -> 65237 bytes
 ...cnn.core.layers.ConvBnReluUpsample.doctree | Bin 64414 -> 65082 bytes
 .../pysegcnn.core.layers.Decoder.doctree      | Bin 71425 -> 72076 bytes
 .../pysegcnn.core.layers.DecoderBlock.doctree | Bin 63031 -> 63665 bytes
 .../pysegcnn.core.layers.Encoder.doctree      | Bin 72148 -> 72793 bytes
 .../pysegcnn.core.layers.EncoderBlock.doctree | Bin 62871 -> 63505 bytes
 .../pysegcnn.core.models.Network.doctree      | Bin 59230 -> 59872 bytes
 .../pysegcnn.core.models.UNet.doctree         | Bin 77210 -> 77850 bytes
 .../html/_modules/pysegcnn/core/dataset.html  |  62 +++++++++++++++-
 docs/_build/html/searchindex.js               |   2 +-
 .../pysegcnn.core.dataset.Cloud95Dataset.html |   3 +-
 .../pysegcnn.core.dataset.ImageDataset.html   |  68 +++++++++++++++++-
 .../pysegcnn.core.dataset.SparcsDataset.html  |   3 +-
 .../generated/pysegcnn.core.layers.Block.html |   3 +-
 .../pysegcnn.core.layers.Conv2dSame.html      |   3 +-
 ...ysegcnn.core.layers.ConvBnReluMaxPool.html |   3 +-
 ...egcnn.core.layers.ConvBnReluMaxUnpool.html |   3 +-
 ...segcnn.core.layers.ConvBnReluUpsample.html |   3 +-
 .../pysegcnn.core.layers.Decoder.html         |   3 +-
 .../pysegcnn.core.layers.DecoderBlock.html    |   3 +-
 .../pysegcnn.core.layers.Encoder.html         |   3 +-
 .../pysegcnn.core.layers.EncoderBlock.html    |   3 +-
 .../pysegcnn.core.models.Network.html         |   3 +-
 .../generated/pysegcnn.core.models.UNet.html  |   3 +-
 31 files changed, 151 insertions(+), 20 deletions(-)

diff --git a/docs/_build/doctrees/environment.pickle b/docs/_build/doctrees/environment.pickle
index 8177ee83cc892e37ca93cbc2fa2760d075755b87..6ca556ea15f425b5da360dd04ef947db6eb54b71 100644
GIT binary patch
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diff --git a/docs/_build/doctrees/source/generated/pysegcnn.core.dataset.Cloud95Dataset.doctree b/docs/_build/doctrees/source/generated/pysegcnn.core.dataset.Cloud95Dataset.doctree
index 5ef86132fb7c28b8990bc6e08b74291855adb746..9be8cb0cb3187ece02d6feb0b3c97a8382d6a126 100644
GIT binary patch
delta 6661
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diff --git a/docs/_build/doctrees/source/generated/pysegcnn.core.dataset.ImageDataset.doctree b/docs/_build/doctrees/source/generated/pysegcnn.core.dataset.ImageDataset.doctree
index 419113a28a9c3ab7364d1f88fa99c703ebdd275f..4523ff58f78c9bc2811fa28dcd91dc346a9867ef 100644
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diff --git a/docs/_build/doctrees/source/generated/pysegcnn.core.dataset.SparcsDataset.doctree b/docs/_build/doctrees/source/generated/pysegcnn.core.dataset.SparcsDataset.doctree
index 20aad787c0af6cccc82308a42b2f2995910e626d..dbd672a252f6f9f7ee7ac72946c7604e3a5fd7ee 100644
GIT binary patch
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diff --git a/docs/_build/doctrees/source/generated/pysegcnn.core.layers.Block.doctree b/docs/_build/doctrees/source/generated/pysegcnn.core.layers.Block.doctree
index 23c8160fee9d36e17b17ef1ba2e82de2fad14887..990fde451cd8bc6fa97b3cef81568112f3ff6a80 100644
GIT binary patch
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diff --git a/docs/_build/doctrees/source/generated/pysegcnn.core.layers.Conv2dSame.doctree b/docs/_build/doctrees/source/generated/pysegcnn.core.layers.Conv2dSame.doctree
index 69c0fd72092fcdc2070369b78e183ae42e5e3190..23a621e36f96ca696179a620a26077d33c5074b4 100644
GIT binary patch
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diff --git a/docs/_build/doctrees/source/generated/pysegcnn.core.layers.ConvBnReluMaxPool.doctree b/docs/_build/doctrees/source/generated/pysegcnn.core.layers.ConvBnReluMaxPool.doctree
index 8137ca9dd91d89ad824f5f5fd3171fa0b892eb5e..f9938aa12ae0a5ac82e2ab22b9cb5107ec686714 100644
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diff --git a/docs/_build/doctrees/source/generated/pysegcnn.core.layers.ConvBnReluMaxUnpool.doctree b/docs/_build/doctrees/source/generated/pysegcnn.core.layers.ConvBnReluMaxUnpool.doctree
index bc7a303b51b774ecc224b78ededae4354a6ba137..49c15ca4a22a51e766c5501fcb3a1835efbc8756 100644
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diff --git a/docs/_build/doctrees/source/generated/pysegcnn.core.layers.ConvBnReluUpsample.doctree b/docs/_build/doctrees/source/generated/pysegcnn.core.layers.ConvBnReluUpsample.doctree
index 7ae0b90e42a8438aeb0b968bbf44dac505134158..80c8a05b1fc38b3e9b5ec76677a2b503cc5605d1 100644
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diff --git a/docs/_build/doctrees/source/generated/pysegcnn.core.layers.Decoder.doctree b/docs/_build/doctrees/source/generated/pysegcnn.core.layers.Decoder.doctree
index c5db12d335ea6ef9b6e03c97981ebcc795e9b949..53aea4eef4e038db132586195ca2cc43403087d6 100644
GIT binary patch
delta 13037
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diff --git a/docs/_build/doctrees/source/generated/pysegcnn.core.layers.DecoderBlock.doctree b/docs/_build/doctrees/source/generated/pysegcnn.core.layers.DecoderBlock.doctree
index 951a1fdb5678105b9674507c191f4ea840e50f34..80b772654589069540fbd07d38e2139a3d8f0e8c 100644
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diff --git a/docs/_build/doctrees/source/generated/pysegcnn.core.layers.Encoder.doctree b/docs/_build/doctrees/source/generated/pysegcnn.core.layers.Encoder.doctree
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diff --git a/docs/_build/doctrees/source/generated/pysegcnn.core.layers.EncoderBlock.doctree b/docs/_build/doctrees/source/generated/pysegcnn.core.layers.EncoderBlock.doctree
index c995fe994747a627df70b5eae6aaef20da4f50fa..aaf11f5fd6e14754c642b85737e28e3a7cb5bb54 100644
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diff --git a/docs/_build/doctrees/source/generated/pysegcnn.core.models.Network.doctree b/docs/_build/doctrees/source/generated/pysegcnn.core.models.Network.doctree
index 3b66c63724c97ade22e24070a3b643f8c9103532..6f3a902c45ea0eafbba98b8d4f9d051962bfc444 100644
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diff --git a/docs/_build/doctrees/source/generated/pysegcnn.core.models.UNet.doctree b/docs/_build/doctrees/source/generated/pysegcnn.core.models.UNet.doctree
index b89ad75eb33b76b2c53d7e87facdcb23b1b23395..87794a72c992936cbc8fc12bbb6f10141c1ce82d 100644
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diff --git a/docs/_build/html/_modules/pysegcnn/core/dataset.html b/docs/_build/html/_modules/pysegcnn/core/dataset.html
index d9f8fd6..a072b0b 100644
--- a/docs/_build/html/_modules/pysegcnn/core/dataset.html
+++ b/docs/_build/html/_modules/pysegcnn/core/dataset.html
@@ -201,10 +201,64 @@
 <span class="sd">    PyTorch standard. This enables the use of the handy</span>
 <span class="sd">    :py:class:`torch.utils.data.DataLoader` class during model training.</span>
 
+<span class="sd">    Attributes</span>
+<span class="sd">    ----------</span>
+<span class="sd">    root_dir : `str`</span>
+<span class="sd">        The root directory, path to the dataset.</span>
+<span class="sd">    use_bands : `list` [`str`]</span>
+<span class="sd">        List of the spectral bands to use during model training.</span>
+<span class="sd">    tile_size : `int` or `None`</span>
+<span class="sd">        The size of the tiles.</span>
+<span class="sd">    pad : `bool`</span>
+<span class="sd">        Whether to center pad the input image.</span>
+<span class="sd">    gt_pattern : `str`</span>
+<span class="sd">        A regural expression to match the ground truth naming convention.</span>
+<span class="sd">    sort : `bool`</span>
+<span class="sd">        Whether to chronologically sort the samples.</span>
+<span class="sd">    seed : `int`</span>
+<span class="sd">        The random seed.</span>
+<span class="sd">    transforms : `list`</span>
+<span class="sd">        List of :py:class:`pysegcnn.core.transforms.Augment` instances.</span>
+<span class="sd">    size : `tuple` [`int`]</span>
+<span class="sd">        The size of an image of the dataset.</span>
+<span class="sd">    sensor : :py:class:`enum.Enum`</span>
+<span class="sd">        An enumeration of the bands of sensor the dataset is derived from,</span>
+<span class="sd">        see e.g. :py:class:`pysegcnn.core.constants.Landsat8`.</span>
+<span class="sd">    bands : `dict` [`int`, `str`]</span>
+<span class="sd">        The spectral bands of ``sensor``. The keys are the number and the</span>
+<span class="sd">        values are the name of the spectral bands.</span>
+<span class="sd">    labels : `dict` [`int`, `dict`]</span>
+<span class="sd">        The label dictionary. The keys are the values of the class labels</span>
+<span class="sd">        in the ground truth. Each nested `dict` has keys:</span>
+<span class="sd">            ``&#39;color&#39;``</span>
+<span class="sd">                A named color (`str`).</span>
+<span class="sd">            ``&#39;label&#39;``</span>
+<span class="sd">                The name of the class label (`str`).</span>
+<span class="sd">    tiles : `int`</span>
+<span class="sd">        Number of tiles with size ``(tile_size, tile_size)`` within an image.</span>
+<span class="sd">    padding : `tuple` [`int`]</span>
+<span class="sd">        The amount of padding, (bottom, left, top, right).</span>
+<span class="sd">    height : `int`</span>
+<span class="sd">        The height of a padded image.</span>
+<span class="sd">    width : `int`</span>
+<span class="sd">        The width of a padded image.</span>
+<span class="sd">    topleft : `dict` [`int`, `tuple`]</span>
+<span class="sd">        The topleft corners of the tiles. The keys of are the tile ids (`int`)</span>
+<span class="sd">        and the values are the topleft corners (y, x) of the tiles.</span>
+<span class="sd">    cval : `int`</span>
+<span class="sd">        When padding, ``cval`` is the value of the &quot;no data&quot; label in the</span>
+<span class="sd">        ground truth. Otherwise, ``cval=0``.</span>
+<span class="sd">    gt : `list` [`str` or :py:class:`pathlib.Path`]</span>
+<span class="sd">        List of the ground truth images.</span>
+<span class="sd">    keys : `list`</span>
+<span class="sd">        List of required keys for each dictionary in ``scenes``.</span>
+<span class="sd">    scenes : `list` [`dict`]</span>
+<span class="sd">        List of dictionaries representing the samples of the dataset.</span>
+
 <span class="sd">    &quot;&quot;&quot;</span>
 
 <div class="viewcode-block" id="ImageDataset.__init__"><a class="viewcode-back" href="../../../source/generated/pysegcnn.core.dataset.ImageDataset.html#pysegcnn.core.dataset.ImageDataset.__init__">[docs]</a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">root_dir</span><span class="p">,</span> <span class="n">use_bands</span><span class="o">=</span><span class="p">[],</span> <span class="n">tile_size</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">pad</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
-                 <span class="n">gt_pattern</span><span class="o">=</span><span class="s1">&#39;(.*)gt.tif&#39;</span><span class="p">,</span> <span class="n">sort</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">seed</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">transforms</span><span class="o">=</span><span class="p">[]):</span>
+                 <span class="n">gt_pattern</span><span class="o">=</span><span class="s1">&#39;(.*)gt</span><span class="se">\\</span><span class="s1">.tif&#39;</span><span class="p">,</span> <span class="n">sort</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">seed</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">transforms</span><span class="o">=</span><span class="p">[]):</span>
         <span class="sa">r</span><span class="sd">&quot;&quot;&quot;Initialize.</span>
 
 <span class="sd">        Parameters</span>
@@ -309,6 +363,9 @@
             <span class="n">LOGGER</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">&#39;Adding label &quot;No data&quot; with value=</span><span class="si">{}</span><span class="s1"> to ground truth.&#39;</span>
                         <span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">cval</span><span class="p">))</span>
 
+        <span class="c1"># list of ground truth images</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">gt</span> <span class="o">=</span> <span class="p">[]</span>
+
     <span class="k">def</span> <span class="nf">_build_labels</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="sd">&quot;&quot;&quot;Build the label dictionary.</span>
 
@@ -316,7 +373,7 @@
 <span class="sd">        -------</span>
 <span class="sd">        labels : `dict` [`int`, `dict`]</span>
 <span class="sd">            The label dictionary. The keys are the values of the class labels</span>
-<span class="sd">            in the ground truth ``y``. Each nested `dict` should have keys:</span>
+<span class="sd">            in the ground truth. Each nested `dict` should have keys:</span>
 <span class="sd">                ``&#39;color&#39;``</span>
 <span class="sd">                    A named color (`str`).</span>
 <span class="sd">                ``&#39;label&#39;``</span>
@@ -819,7 +876,6 @@
         <span class="sd">&quot;&quot;&quot;Build the list of samples of the dataset.&quot;&quot;&quot;</span>
         <span class="c1"># search the root directory</span>
         <span class="n">scenes</span> <span class="o">=</span> <span class="p">[]</span>
-        <span class="bp">self</span><span class="o">.</span><span class="n">gt</span> <span class="o">=</span> <span class="p">[]</span>
         <span class="k">for</span> <span class="n">dirpath</span><span class="p">,</span> <span class="n">dirname</span><span class="p">,</span> <span class="n">files</span> <span class="ow">in</span> <span class="n">os</span><span class="o">.</span><span class="n">walk</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">root</span><span class="p">):</span>
 
             <span class="c1"># search for a ground truth in the current directory</span>
diff --git a/docs/_build/html/searchindex.js b/docs/_build/html/searchindex.js
index 121f50f..1b056d1 100644
--- a/docs/_build/html/searchindex.js
+++ b/docs/_build/html/searchindex.js
@@ -1 +1 @@
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diff --git a/docs/_build/html/source/generated/pysegcnn.core.dataset.Cloud95Dataset.html b/docs/_build/html/source/generated/pysegcnn.core.dataset.Cloud95Dataset.html
index 78fe3eb..d6f378e 100644
--- a/docs/_build/html/source/generated/pysegcnn.core.dataset.Cloud95Dataset.html
+++ b/docs/_build/html/source/generated/pysegcnn.core.dataset.Cloud95Dataset.html
@@ -170,7 +170,8 @@
 <dl class="py class">
 <dt id="pysegcnn.core.dataset.Cloud95Dataset">
 <em class="property">class </em><code class="sig-prename descclassname">pysegcnn.core.dataset.</code><code class="sig-name descname">Cloud95Dataset</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">root_dir</span></em>, <em class="sig-param"><span class="n">use_bands</span><span class="o">=</span><span class="default_value">[]</span></em>, <em class="sig-param"><span class="n">tile_size</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">pad</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">gt_pattern</span><span class="o">=</span><span class="default_value">'(.*)gt\\.tif'</span></em>, <em class="sig-param"><span class="n">sort</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">seed</span><span class="o">=</span><span class="default_value">0</span></em>, <em class="sig-param"><span class="n">transforms</span><span class="o">=</span><span class="default_value">[]</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/pysegcnn/core/dataset.html#Cloud95Dataset"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pysegcnn.core.dataset.Cloud95Dataset" title="Permalink to this definition">¶</a></dt>
-<dd><p>Class for the <a class="reference external" href="https://github.com/SorourMo/95-Cloud-An-Extension-to-38-Cloud-Dataset">Cloud-95</a> dataset by <a class="reference external" href="https://arxiv.org/abs/2001.08768">Mohajerani &amp; Saeedi (2020)</a>.</p>
+<dd><p>Bases: <a class="reference internal" href="pysegcnn.core.dataset.ImageDataset.html#pysegcnn.core.dataset.ImageDataset" title="pysegcnn.core.dataset.ImageDataset"><code class="xref py py-class docutils literal notranslate"><span class="pre">pysegcnn.core.dataset.ImageDataset</span></code></a></p>
+<p>Class for the <a class="reference external" href="https://github.com/SorourMo/95-Cloud-An-Extension-to-38-Cloud-Dataset">Cloud-95</a> dataset by <a class="reference external" href="https://arxiv.org/abs/2001.08768">Mohajerani &amp; Saeedi (2020)</a>.</p>
 <dl class="py method">
 <dt id="pysegcnn.core.dataset.Cloud95Dataset.__init__">
 <code class="sig-name descname">__init__</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">root_dir</span></em>, <em class="sig-param"><span class="n">use_bands</span><span class="o">=</span><span class="default_value">[]</span></em>, <em class="sig-param"><span class="n">tile_size</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">pad</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">gt_pattern</span><span class="o">=</span><span class="default_value">'(.*)gt\\.tif'</span></em>, <em class="sig-param"><span class="n">sort</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">seed</span><span class="o">=</span><span class="default_value">0</span></em>, <em class="sig-param"><span class="n">transforms</span><span class="o">=</span><span class="default_value">[]</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/pysegcnn/core/dataset.html#Cloud95Dataset.__init__"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pysegcnn.core.dataset.Cloud95Dataset.__init__" title="Permalink to this definition">¶</a></dt>
diff --git a/docs/_build/html/source/generated/pysegcnn.core.dataset.ImageDataset.html b/docs/_build/html/source/generated/pysegcnn.core.dataset.ImageDataset.html
index 6ee1bfb..2b5fde7 100644
--- a/docs/_build/html/source/generated/pysegcnn.core.dataset.ImageDataset.html
+++ b/docs/_build/html/source/generated/pysegcnn.core.dataset.ImageDataset.html
@@ -169,14 +169,76 @@
 <h1>pysegcnn.core.dataset.ImageDataset<a class="headerlink" href="#pysegcnn-core-dataset-imagedataset" title="Permalink to this headline">¶</a></h1>
 <dl class="py class">
 <dt id="pysegcnn.core.dataset.ImageDataset">
-<em class="property">class </em><code class="sig-prename descclassname">pysegcnn.core.dataset.</code><code class="sig-name descname">ImageDataset</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">root_dir</span></em>, <em class="sig-param"><span class="n">use_bands</span><span class="o">=</span><span class="default_value">[]</span></em>, <em class="sig-param"><span class="n">tile_size</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">pad</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">gt_pattern</span><span class="o">=</span><span class="default_value">'(.*)gt.tif'</span></em>, <em class="sig-param"><span class="n">sort</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">seed</span><span class="o">=</span><span class="default_value">0</span></em>, <em class="sig-param"><span class="n">transforms</span><span class="o">=</span><span class="default_value">[]</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/pysegcnn/core/dataset.html#ImageDataset"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pysegcnn.core.dataset.ImageDataset" title="Permalink to this definition">¶</a></dt>
-<dd><p>Base class for multispectral image data.</p>
+<em class="property">class </em><code class="sig-prename descclassname">pysegcnn.core.dataset.</code><code class="sig-name descname">ImageDataset</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">root_dir</span></em>, <em class="sig-param"><span class="n">use_bands</span><span class="o">=</span><span class="default_value">[]</span></em>, <em class="sig-param"><span class="n">tile_size</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">pad</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">gt_pattern</span><span class="o">=</span><span class="default_value">'(.*)gt\\.tif'</span></em>, <em class="sig-param"><span class="n">sort</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">seed</span><span class="o">=</span><span class="default_value">0</span></em>, <em class="sig-param"><span class="n">transforms</span><span class="o">=</span><span class="default_value">[]</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/pysegcnn/core/dataset.html#ImageDataset"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pysegcnn.core.dataset.ImageDataset" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">torch.utils.data.dataset.Dataset</span></code></p>
+<p>Base class for multispectral image data.</p>
 <p>Inheriting from <code class="xref py py-class docutils literal notranslate"><span class="pre">torch.utils.data.Dataset</span></code> to be compliant to the
 PyTorch standard. This enables the use of the handy
 <code class="xref py py-class docutils literal notranslate"><span class="pre">torch.utils.data.DataLoader</span></code> class during model training.</p>
+<dl class="field-list">
+<dt class="field-odd">Attributes</dt>
+<dd class="field-odd"><dl>
+<dt><strong>root_dir</strong><span class="classifier"><cite>str</cite></span></dt><dd><p>The root directory, path to the dataset.</p>
+</dd>
+<dt><strong>use_bands</strong><span class="classifier"><cite>list</cite> [<cite>str</cite>]</span></dt><dd><p>List of the spectral bands to use during model training.</p>
+</dd>
+<dt><strong>tile_size</strong><span class="classifier"><cite>int</cite> or <cite>None</cite></span></dt><dd><p>The size of the tiles.</p>
+</dd>
+<dt><strong>pad</strong><span class="classifier"><cite>bool</cite></span></dt><dd><p>Whether to center pad the input image.</p>
+</dd>
+<dt><strong>gt_pattern</strong><span class="classifier"><cite>str</cite></span></dt><dd><p>A regural expression to match the ground truth naming convention.</p>
+</dd>
+<dt><strong>sort</strong><span class="classifier"><cite>bool</cite></span></dt><dd><p>Whether to chronologically sort the samples.</p>
+</dd>
+<dt><strong>seed</strong><span class="classifier"><cite>int</cite></span></dt><dd><p>The random seed.</p>
+</dd>
+<dt><strong>transforms</strong><span class="classifier"><cite>list</cite></span></dt><dd><p>List of <a class="reference internal" href="pysegcnn.core.transforms.Augment.html#pysegcnn.core.transforms.Augment" title="pysegcnn.core.transforms.Augment"><code class="xref py py-class docutils literal notranslate"><span class="pre">pysegcnn.core.transforms.Augment</span></code></a> instances.</p>
+</dd>
+<dt><strong>size</strong><span class="classifier"><cite>tuple</cite> [<cite>int</cite>]</span></dt><dd><p>The size of an image of the dataset.</p>
+</dd>
+<dt><strong>sensor</strong><span class="classifier"><code class="xref py py-class docutils literal notranslate"><span class="pre">enum.Enum</span></code></span></dt><dd><p>An enumeration of the bands of sensor the dataset is derived from,
+see e.g. <code class="xref py py-class docutils literal notranslate"><span class="pre">pysegcnn.core.constants.Landsat8</span></code>.</p>
+</dd>
+<dt><strong>bands</strong><span class="classifier"><cite>dict</cite> [<cite>int</cite>, <cite>str</cite>]</span></dt><dd><p>The spectral bands of <code class="docutils literal notranslate"><span class="pre">sensor</span></code>. The keys are the number and the
+values are the name of the spectral bands.</p>
+</dd>
+<dt><strong>labels</strong><span class="classifier"><cite>dict</cite> [<cite>int</cite>, <cite>dict</cite>]</span></dt><dd><p>The label dictionary. The keys are the values of the class labels
+in the ground truth. Each nested <cite>dict</cite> has keys:</p>
+<blockquote>
+<div><dl class="simple">
+<dt><code class="docutils literal notranslate"><span class="pre">'color'</span></code></dt><dd><p>A named color (<cite>str</cite>).</p>
+</dd>
+<dt><code class="docutils literal notranslate"><span class="pre">'label'</span></code></dt><dd><p>The name of the class label (<cite>str</cite>).</p>
+</dd>
+</dl>
+</div></blockquote>
+</dd>
+<dt><strong>tiles</strong><span class="classifier"><cite>int</cite></span></dt><dd><p>Number of tiles with size <code class="docutils literal notranslate"><span class="pre">(tile_size,</span> <span class="pre">tile_size)</span></code> within an image.</p>
+</dd>
+<dt><strong>padding</strong><span class="classifier"><cite>tuple</cite> [<cite>int</cite>]</span></dt><dd><p>The amount of padding, (bottom, left, top, right).</p>
+</dd>
+<dt><strong>height</strong><span class="classifier"><cite>int</cite></span></dt><dd><p>The height of a padded image.</p>
+</dd>
+<dt><strong>width</strong><span class="classifier"><cite>int</cite></span></dt><dd><p>The width of a padded image.</p>
+</dd>
+<dt><strong>topleft</strong><span class="classifier"><cite>dict</cite> [<cite>int</cite>, <cite>tuple</cite>]</span></dt><dd><p>The topleft corners of the tiles. The keys of are the tile ids (<cite>int</cite>)
+and the values are the topleft corners (y, x) of the tiles.</p>
+</dd>
+<dt><strong>cval</strong><span class="classifier"><cite>int</cite></span></dt><dd><p>When padding, <code class="docutils literal notranslate"><span class="pre">cval</span></code> is the value of the “no data” label in the
+ground truth. Otherwise, <code class="docutils literal notranslate"><span class="pre">cval=0</span></code>.</p>
+</dd>
+<dt><strong>gt</strong><span class="classifier"><cite>list</cite> [<cite>str</cite> or <code class="xref py py-class docutils literal notranslate"><span class="pre">pathlib.Path</span></code>]</span></dt><dd><p>List of the ground truth images.</p>
+</dd>
+<dt><strong>keys</strong><span class="classifier"><cite>list</cite></span></dt><dd><p>List of required keys for each dictionary in <code class="docutils literal notranslate"><span class="pre">scenes</span></code>.</p>
+</dd>
+<dt><strong>scenes</strong><span class="classifier"><cite>list</cite> [<cite>dict</cite>]</span></dt><dd><p>List of dictionaries representing the samples of the dataset.</p>
+</dd>
+</dl>
+</dd>
+</dl>
 <dl class="py method">
 <dt id="pysegcnn.core.dataset.ImageDataset.__init__">
-<code class="sig-name descname">__init__</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">root_dir</span></em>, <em class="sig-param"><span class="n">use_bands</span><span class="o">=</span><span class="default_value">[]</span></em>, <em class="sig-param"><span class="n">tile_size</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">pad</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">gt_pattern</span><span class="o">=</span><span class="default_value">'(.*)gt.tif'</span></em>, <em class="sig-param"><span class="n">sort</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">seed</span><span class="o">=</span><span class="default_value">0</span></em>, <em class="sig-param"><span class="n">transforms</span><span class="o">=</span><span class="default_value">[]</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/pysegcnn/core/dataset.html#ImageDataset.__init__"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pysegcnn.core.dataset.ImageDataset.__init__" title="Permalink to this definition">¶</a></dt>
+<code class="sig-name descname">__init__</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">root_dir</span></em>, <em class="sig-param"><span class="n">use_bands</span><span class="o">=</span><span class="default_value">[]</span></em>, <em class="sig-param"><span class="n">tile_size</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">pad</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">gt_pattern</span><span class="o">=</span><span class="default_value">'(.*)gt\\.tif'</span></em>, <em class="sig-param"><span class="n">sort</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">seed</span><span class="o">=</span><span class="default_value">0</span></em>, <em class="sig-param"><span class="n">transforms</span><span class="o">=</span><span class="default_value">[]</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/pysegcnn/core/dataset.html#ImageDataset.__init__"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pysegcnn.core.dataset.ImageDataset.__init__" title="Permalink to this definition">¶</a></dt>
 <dd><p>Initialize.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters</dt>
diff --git a/docs/_build/html/source/generated/pysegcnn.core.dataset.SparcsDataset.html b/docs/_build/html/source/generated/pysegcnn.core.dataset.SparcsDataset.html
index 37b1630..70eebc4 100644
--- a/docs/_build/html/source/generated/pysegcnn.core.dataset.SparcsDataset.html
+++ b/docs/_build/html/source/generated/pysegcnn.core.dataset.SparcsDataset.html
@@ -170,7 +170,8 @@
 <dl class="py class">
 <dt id="pysegcnn.core.dataset.SparcsDataset">
 <em class="property">class </em><code class="sig-prename descclassname">pysegcnn.core.dataset.</code><code class="sig-name descname">SparcsDataset</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">root_dir</span></em>, <em class="sig-param"><span class="n">use_bands</span><span class="o">=</span><span class="default_value">[]</span></em>, <em class="sig-param"><span class="n">tile_size</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">pad</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">gt_pattern</span><span class="o">=</span><span class="default_value">'(.*)gt\\.tif'</span></em>, <em class="sig-param"><span class="n">sort</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">seed</span><span class="o">=</span><span class="default_value">0</span></em>, <em class="sig-param"><span class="n">transforms</span><span class="o">=</span><span class="default_value">[]</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/pysegcnn/core/dataset.html#SparcsDataset"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pysegcnn.core.dataset.SparcsDataset" title="Permalink to this definition">¶</a></dt>
-<dd><p>Class for the <a class="reference external" href="https://www.usgs.gov/land-resources/nli/landsat/spatial-procedures-automated-removal-cloud-and-shadow-sparcs-validation">Sparcs</a> dataset by <a class="reference external" href="https://www.mdpi.com/2072-4292/6/6/4907">Hughes &amp; Hayes (2014)</a>.</p>
+<dd><p>Bases: <a class="reference internal" href="pysegcnn.core.dataset.StandardEoDataset.html#pysegcnn.core.dataset.StandardEoDataset" title="pysegcnn.core.dataset.StandardEoDataset"><code class="xref py py-class docutils literal notranslate"><span class="pre">pysegcnn.core.dataset.StandardEoDataset</span></code></a></p>
+<p>Class for the <a class="reference external" href="https://www.usgs.gov/land-resources/nli/landsat/spatial-procedures-automated-removal-cloud-and-shadow-sparcs-validation">Sparcs</a> dataset by <a class="reference external" href="https://www.mdpi.com/2072-4292/6/6/4907">Hughes &amp; Hayes (2014)</a>.</p>
 <dl class="py method">
 <dt id="pysegcnn.core.dataset.SparcsDataset.__init__">
 <code class="sig-name descname">__init__</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">root_dir</span></em>, <em class="sig-param"><span class="n">use_bands</span><span class="o">=</span><span class="default_value">[]</span></em>, <em class="sig-param"><span class="n">tile_size</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">pad</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">gt_pattern</span><span class="o">=</span><span class="default_value">'(.*)gt\\.tif'</span></em>, <em class="sig-param"><span class="n">sort</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">seed</span><span class="o">=</span><span class="default_value">0</span></em>, <em class="sig-param"><span class="n">transforms</span><span class="o">=</span><span class="default_value">[]</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/pysegcnn/core/dataset.html#SparcsDataset.__init__"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pysegcnn.core.dataset.SparcsDataset.__init__" title="Permalink to this definition">¶</a></dt>
diff --git a/docs/_build/html/source/generated/pysegcnn.core.layers.Block.html b/docs/_build/html/source/generated/pysegcnn.core.layers.Block.html
index a0aa792..ece641b 100644
--- a/docs/_build/html/source/generated/pysegcnn.core.layers.Block.html
+++ b/docs/_build/html/source/generated/pysegcnn.core.layers.Block.html
@@ -174,7 +174,8 @@
 <dl class="py class">
 <dt id="pysegcnn.core.layers.Block">
 <em class="property">class </em><code class="sig-prename descclassname">pysegcnn.core.layers.</code><code class="sig-name descname">Block</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">in_channels</span></em>, <em class="sig-param"><span class="n">out_channels</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/pysegcnn/core/layers.html#Block"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pysegcnn.core.layers.Block" title="Permalink to this definition">¶</a></dt>
-<dd><p>Basic convolutional block.</p>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">torch.nn.modules.module.Module</span></code></p>
+<p>Basic convolutional block.</p>
 <dl class="field-list">
 <dt class="field-odd">Attributes</dt>
 <dd class="field-odd"><dl>
diff --git a/docs/_build/html/source/generated/pysegcnn.core.layers.Conv2dSame.html b/docs/_build/html/source/generated/pysegcnn.core.layers.Conv2dSame.html
index 52f5262..eced900 100644
--- a/docs/_build/html/source/generated/pysegcnn.core.layers.Conv2dSame.html
+++ b/docs/_build/html/source/generated/pysegcnn.core.layers.Conv2dSame.html
@@ -174,7 +174,8 @@
 <dl class="py class">
 <dt id="pysegcnn.core.layers.Conv2dSame">
 <em class="property">class </em><code class="sig-prename descclassname">pysegcnn.core.layers.</code><code class="sig-name descname">Conv2dSame</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">*</span><span class="n">args</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/pysegcnn/core/layers.html#Conv2dSame"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pysegcnn.core.layers.Conv2dSame" title="Permalink to this definition">¶</a></dt>
-<dd><p>A convolution preserving the shape of its input.</p>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">torch.nn.modules.conv.Conv2d</span></code></p>
+<p>A convolution preserving the shape of its input.</p>
 <p>Given the kernel size, the dilation and a stride of 1, the padding is
 calculated such that the output of the convolution has the same spatial
 dimensions as the input.</p>
diff --git a/docs/_build/html/source/generated/pysegcnn.core.layers.ConvBnReluMaxPool.html b/docs/_build/html/source/generated/pysegcnn.core.layers.ConvBnReluMaxPool.html
index f037442..841b252 100644
--- a/docs/_build/html/source/generated/pysegcnn.core.layers.ConvBnReluMaxPool.html
+++ b/docs/_build/html/source/generated/pysegcnn.core.layers.ConvBnReluMaxPool.html
@@ -174,7 +174,8 @@
 <dl class="py class">
 <dt id="pysegcnn.core.layers.ConvBnReluMaxPool">
 <em class="property">class </em><code class="sig-prename descclassname">pysegcnn.core.layers.</code><code class="sig-name descname">ConvBnReluMaxPool</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">in_channels</span></em>, <em class="sig-param"><span class="n">out_channels</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/pysegcnn/core/layers.html#ConvBnReluMaxPool"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pysegcnn.core.layers.ConvBnReluMaxPool" title="Permalink to this definition">¶</a></dt>
-<dd><p>Block of convolution, batchnorm, relu and 2x2 max pool.</p>
+<dd><p>Bases: <a class="reference internal" href="pysegcnn.core.layers.EncoderBlock.html#pysegcnn.core.layers.EncoderBlock" title="pysegcnn.core.layers.EncoderBlock"><code class="xref py py-class docutils literal notranslate"><span class="pre">pysegcnn.core.layers.EncoderBlock</span></code></a></p>
+<p>Block of convolution, batchnorm, relu and 2x2 max pool.</p>
 <dl class="py method">
 <dt id="pysegcnn.core.layers.ConvBnReluMaxPool.__init__">
 <code class="sig-name descname">__init__</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">in_channels</span></em>, <em class="sig-param"><span class="n">out_channels</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/pysegcnn/core/layers.html#ConvBnReluMaxPool.__init__"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pysegcnn.core.layers.ConvBnReluMaxPool.__init__" title="Permalink to this definition">¶</a></dt>
diff --git a/docs/_build/html/source/generated/pysegcnn.core.layers.ConvBnReluMaxUnpool.html b/docs/_build/html/source/generated/pysegcnn.core.layers.ConvBnReluMaxUnpool.html
index 3cbf3dc..c0c28e5 100644
--- a/docs/_build/html/source/generated/pysegcnn.core.layers.ConvBnReluMaxUnpool.html
+++ b/docs/_build/html/source/generated/pysegcnn.core.layers.ConvBnReluMaxUnpool.html
@@ -174,7 +174,8 @@
 <dl class="py class">
 <dt id="pysegcnn.core.layers.ConvBnReluMaxUnpool">
 <em class="property">class </em><code class="sig-prename descclassname">pysegcnn.core.layers.</code><code class="sig-name descname">ConvBnReluMaxUnpool</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">in_channels</span></em>, <em class="sig-param"><span class="n">out_channels</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/pysegcnn/core/layers.html#ConvBnReluMaxUnpool"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pysegcnn.core.layers.ConvBnReluMaxUnpool" title="Permalink to this definition">¶</a></dt>
-<dd><p>Block of convolution, batchnorm, relu and 2x2 max unpool.</p>
+<dd><p>Bases: <a class="reference internal" href="pysegcnn.core.layers.DecoderBlock.html#pysegcnn.core.layers.DecoderBlock" title="pysegcnn.core.layers.DecoderBlock"><code class="xref py py-class docutils literal notranslate"><span class="pre">pysegcnn.core.layers.DecoderBlock</span></code></a></p>
+<p>Block of convolution, batchnorm, relu and 2x2 max unpool.</p>
 <dl class="py method">
 <dt id="pysegcnn.core.layers.ConvBnReluMaxUnpool.__init__">
 <code class="sig-name descname">__init__</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">in_channels</span></em>, <em class="sig-param"><span class="n">out_channels</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/pysegcnn/core/layers.html#ConvBnReluMaxUnpool.__init__"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pysegcnn.core.layers.ConvBnReluMaxUnpool.__init__" title="Permalink to this definition">¶</a></dt>
diff --git a/docs/_build/html/source/generated/pysegcnn.core.layers.ConvBnReluUpsample.html b/docs/_build/html/source/generated/pysegcnn.core.layers.ConvBnReluUpsample.html
index c504ad0..a18dc00 100644
--- a/docs/_build/html/source/generated/pysegcnn.core.layers.ConvBnReluUpsample.html
+++ b/docs/_build/html/source/generated/pysegcnn.core.layers.ConvBnReluUpsample.html
@@ -174,7 +174,8 @@
 <dl class="py class">
 <dt id="pysegcnn.core.layers.ConvBnReluUpsample">
 <em class="property">class </em><code class="sig-prename descclassname">pysegcnn.core.layers.</code><code class="sig-name descname">ConvBnReluUpsample</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">in_channels</span></em>, <em class="sig-param"><span class="n">out_channels</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/pysegcnn/core/layers.html#ConvBnReluUpsample"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pysegcnn.core.layers.ConvBnReluUpsample" title="Permalink to this definition">¶</a></dt>
-<dd><p>Block of convolution, batchnorm, relu and nearest neighbor upsample.</p>
+<dd><p>Bases: <a class="reference internal" href="pysegcnn.core.layers.DecoderBlock.html#pysegcnn.core.layers.DecoderBlock" title="pysegcnn.core.layers.DecoderBlock"><code class="xref py py-class docutils literal notranslate"><span class="pre">pysegcnn.core.layers.DecoderBlock</span></code></a></p>
+<p>Block of convolution, batchnorm, relu and nearest neighbor upsample.</p>
 <dl class="py method">
 <dt id="pysegcnn.core.layers.ConvBnReluUpsample.__init__">
 <code class="sig-name descname">__init__</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">in_channels</span></em>, <em class="sig-param"><span class="n">out_channels</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/pysegcnn/core/layers.html#ConvBnReluUpsample.__init__"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pysegcnn.core.layers.ConvBnReluUpsample.__init__" title="Permalink to this definition">¶</a></dt>
diff --git a/docs/_build/html/source/generated/pysegcnn.core.layers.Decoder.html b/docs/_build/html/source/generated/pysegcnn.core.layers.Decoder.html
index 761c49f..c3271f7 100644
--- a/docs/_build/html/source/generated/pysegcnn.core.layers.Decoder.html
+++ b/docs/_build/html/source/generated/pysegcnn.core.layers.Decoder.html
@@ -173,7 +173,8 @@
 <dl class="py class">
 <dt id="pysegcnn.core.layers.Decoder">
 <em class="property">class </em><code class="sig-prename descclassname">pysegcnn.core.layers.</code><code class="sig-name descname">Decoder</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">filters</span></em>, <em class="sig-param"><span class="n">block</span></em>, <em class="sig-param"><span class="n">skip</span><span class="o">=</span><span class="default_value">True</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/pysegcnn/core/layers.html#Decoder"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pysegcnn.core.layers.Decoder" title="Permalink to this definition">¶</a></dt>
-<dd><p>Generic convolutional decoder.</p>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">torch.nn.modules.module.Module</span></code></p>
+<p>Generic convolutional decoder.</p>
 <p>When instanciating an encoder-decoder architechure, <code class="docutils literal notranslate"><span class="pre">filters</span></code> should be
 the same for <a class="reference internal" href="pysegcnn.core.layers.Encoder.html#pysegcnn.core.layers.Encoder" title="pysegcnn.core.layers.Encoder"><code class="xref py py-class docutils literal notranslate"><span class="pre">pysegcnn.core.layers.Encoder</span></code></a> and
 <a class="reference internal" href="#pysegcnn.core.layers.Decoder" title="pysegcnn.core.layers.Decoder"><code class="xref py py-class docutils literal notranslate"><span class="pre">pysegcnn.core.layers.Decoder</span></code></a>.</p>
diff --git a/docs/_build/html/source/generated/pysegcnn.core.layers.DecoderBlock.html b/docs/_build/html/source/generated/pysegcnn.core.layers.DecoderBlock.html
index 830aa5d..965fc62 100644
--- a/docs/_build/html/source/generated/pysegcnn.core.layers.DecoderBlock.html
+++ b/docs/_build/html/source/generated/pysegcnn.core.layers.DecoderBlock.html
@@ -173,7 +173,8 @@
 <dl class="py class">
 <dt id="pysegcnn.core.layers.DecoderBlock">
 <em class="property">class </em><code class="sig-prename descclassname">pysegcnn.core.layers.</code><code class="sig-name descname">DecoderBlock</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">in_channels</span></em>, <em class="sig-param"><span class="n">out_channels</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/pysegcnn/core/layers.html#DecoderBlock"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pysegcnn.core.layers.DecoderBlock" title="Permalink to this definition">¶</a></dt>
-<dd><p>Block of a convolutional decoder.</p>
+<dd><p>Bases: <a class="reference internal" href="pysegcnn.core.layers.Block.html#pysegcnn.core.layers.Block" title="pysegcnn.core.layers.Block"><code class="xref py py-class docutils literal notranslate"><span class="pre">pysegcnn.core.layers.Block</span></code></a></p>
+<p>Block of a convolutional decoder.</p>
 <dl class="py method">
 <dt id="pysegcnn.core.layers.DecoderBlock.__init__">
 <code class="sig-name descname">__init__</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">in_channels</span></em>, <em class="sig-param"><span class="n">out_channels</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/pysegcnn/core/layers.html#DecoderBlock.__init__"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pysegcnn.core.layers.DecoderBlock.__init__" title="Permalink to this definition">¶</a></dt>
diff --git a/docs/_build/html/source/generated/pysegcnn.core.layers.Encoder.html b/docs/_build/html/source/generated/pysegcnn.core.layers.Encoder.html
index ebc77d2..4e34d6e 100644
--- a/docs/_build/html/source/generated/pysegcnn.core.layers.Encoder.html
+++ b/docs/_build/html/source/generated/pysegcnn.core.layers.Encoder.html
@@ -173,7 +173,8 @@
 <dl class="py class">
 <dt id="pysegcnn.core.layers.Encoder">
 <em class="property">class </em><code class="sig-prename descclassname">pysegcnn.core.layers.</code><code class="sig-name descname">Encoder</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">filters</span></em>, <em class="sig-param"><span class="n">block</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/pysegcnn/core/layers.html#Encoder"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pysegcnn.core.layers.Encoder" title="Permalink to this definition">¶</a></dt>
-<dd><p>Generic convolutional encoder.</p>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">torch.nn.modules.module.Module</span></code></p>
+<p>Generic convolutional encoder.</p>
 <p>When instanciating an encoder-decoder architechure, <code class="docutils literal notranslate"><span class="pre">filters</span></code> should be
 the same for <a class="reference internal" href="#pysegcnn.core.layers.Encoder" title="pysegcnn.core.layers.Encoder"><code class="xref py py-class docutils literal notranslate"><span class="pre">pysegcnn.core.layers.Encoder</span></code></a> and
 <a class="reference internal" href="pysegcnn.core.layers.Decoder.html#pysegcnn.core.layers.Decoder" title="pysegcnn.core.layers.Decoder"><code class="xref py py-class docutils literal notranslate"><span class="pre">pysegcnn.core.layers.Decoder</span></code></a>.</p>
diff --git a/docs/_build/html/source/generated/pysegcnn.core.layers.EncoderBlock.html b/docs/_build/html/source/generated/pysegcnn.core.layers.EncoderBlock.html
index 8fb1f3d..2dba9f5 100644
--- a/docs/_build/html/source/generated/pysegcnn.core.layers.EncoderBlock.html
+++ b/docs/_build/html/source/generated/pysegcnn.core.layers.EncoderBlock.html
@@ -173,7 +173,8 @@
 <dl class="py class">
 <dt id="pysegcnn.core.layers.EncoderBlock">
 <em class="property">class </em><code class="sig-prename descclassname">pysegcnn.core.layers.</code><code class="sig-name descname">EncoderBlock</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">in_channels</span></em>, <em class="sig-param"><span class="n">out_channels</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/pysegcnn/core/layers.html#EncoderBlock"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pysegcnn.core.layers.EncoderBlock" title="Permalink to this definition">¶</a></dt>
-<dd><p>Block of a convolutional encoder.</p>
+<dd><p>Bases: <a class="reference internal" href="pysegcnn.core.layers.Block.html#pysegcnn.core.layers.Block" title="pysegcnn.core.layers.Block"><code class="xref py py-class docutils literal notranslate"><span class="pre">pysegcnn.core.layers.Block</span></code></a></p>
+<p>Block of a convolutional encoder.</p>
 <dl class="py method">
 <dt id="pysegcnn.core.layers.EncoderBlock.__init__">
 <code class="sig-name descname">__init__</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">in_channels</span></em>, <em class="sig-param"><span class="n">out_channels</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/pysegcnn/core/layers.html#EncoderBlock.__init__"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pysegcnn.core.layers.EncoderBlock.__init__" title="Permalink to this definition">¶</a></dt>
diff --git a/docs/_build/html/source/generated/pysegcnn.core.models.Network.html b/docs/_build/html/source/generated/pysegcnn.core.models.Network.html
index d5fb800..116fd9f 100644
--- a/docs/_build/html/source/generated/pysegcnn.core.models.Network.html
+++ b/docs/_build/html/source/generated/pysegcnn.core.models.Network.html
@@ -171,7 +171,8 @@
 <dl class="py class">
 <dt id="pysegcnn.core.models.Network">
 <em class="property">class </em><code class="sig-prename descclassname">pysegcnn.core.models.</code><code class="sig-name descname">Network</code><a class="reference internal" href="../../_modules/pysegcnn/core/models.html#Network"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pysegcnn.core.models.Network" title="Permalink to this definition">¶</a></dt>
-<dd><p>Generic Network class.</p>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">torch.nn.modules.module.Module</span></code></p>
+<p>Generic Network class.</p>
 <p>The base class for each model. If you want to implement a new model,
 inherit the <a class="reference internal" href="#pysegcnn.core.models.Network" title="pysegcnn.core.models.Network"><code class="xref py py-class docutils literal notranslate"><span class="pre">pysegcnn.core.models.Network</span></code></a> class.</p>
 <dl class="field-list">
diff --git a/docs/_build/html/source/generated/pysegcnn.core.models.UNet.html b/docs/_build/html/source/generated/pysegcnn.core.models.UNet.html
index 2a81325..6490dc8 100644
--- a/docs/_build/html/source/generated/pysegcnn.core.models.UNet.html
+++ b/docs/_build/html/source/generated/pysegcnn.core.models.UNet.html
@@ -170,7 +170,8 @@
 <dl class="py class">
 <dt id="pysegcnn.core.models.UNet">
 <em class="property">class </em><code class="sig-prename descclassname">pysegcnn.core.models.</code><code class="sig-name descname">UNet</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">in_channels</span></em>, <em class="sig-param"><span class="n">nclasses</span></em>, <em class="sig-param"><span class="n">filters</span></em>, <em class="sig-param"><span class="n">skip</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/pysegcnn/core/models.html#UNet"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pysegcnn.core.models.UNet" title="Permalink to this definition">¶</a></dt>
-<dd><p>A slightly modified implementation of <a class="reference external" href="https://arxiv.org/abs/1505.04597">U-Net</a> in PyTorch.</p>
+<dd><p>Bases: <a class="reference internal" href="pysegcnn.core.models.Network.html#pysegcnn.core.models.Network" title="pysegcnn.core.models.Network"><code class="xref py py-class docutils literal notranslate"><span class="pre">pysegcnn.core.models.Network</span></code></a></p>
+<p>A slightly modified implementation of <a class="reference external" href="https://arxiv.org/abs/1505.04597">U-Net</a> in PyTorch.</p>
 <div class="admonition important">
 <p class="admonition-title">Important</p>
 <ul class="simple">
-- 
GitLab