mindee · fg-mindee · Mar 18, 2022 · Jan 11, 2022 · Jan 11, 2022 · Jan 18, 2022
diff --git a/docs/source/contributing/code_of_conduct.md b/docs/source/contributing/code_of_conduct.md
@@ -0,0 +1 @@
+../../../CODE_OF_CONDUCT.md
diff --git a/docs/source/contributing/contributing.md b/docs/source/contributing/contributing.md
@@ -0,0 +1 @@
+../../../CONTRIBUTING.md
diff --git a/docs/source/installing.rst → docs/source/getting_started/installing.rst b/docs/source/installing.rst → docs/source/getting_started/installing.rst
@@ -37,30 +37,38 @@ Install the last stable release of the package using `pip <https://pip.pypa.io/e
 
 We strive towards reducing framework-specific dependencies to a minimum, but some necessary features are developed by third-parties for specific frameworks. To avoid missing some dependencies for a specific framework, you can install specific builds as follows:
 
-.. code:: bash
+.. tabs::
+
+    .. tab:: TensorFlow
+
+        .. code:: bash
+
+            pip install python-doctr[tensorflow]
+
+    .. tab:: PyTorch
 
-    # for TensorFlow
-    pip install "python-doctr[tf]"
-    # for PyTorch
-    pip install "python-doctr[torch]"
+        .. code:: bash
+
+            pip install python-doctr[pytorch]
 
 
 Via Git
 =======
 
 Install the library in developper mode:
 
-.. code:: bash
+.. tabs::
 
-    git clone https://github.com/mindee/doctr.git
-    pip install -e doctr/.
+    .. tab:: TensorFlow
 
-Again, for framework-specific builds:
+        .. code:: bash
 
-.. code:: bash
+            git clone https://github.com/mindee/doctr.git
+            pip install -e doctr/.[tf]
+
+    .. tab:: PyTorch
+
+        .. code:: bash
 
-    git clone https://github.com/mindee/doctr.git
-    # for TensorFlow
-    pip install -e doctr/.[tf]
-    # for PyTorch
-    pip install -e doctr/.[torch]
+            git clone https://github.com/mindee/doctr.git
+            pip install -e doctr/.[torch]
diff --git a/docs/source/index.rst b/docs/source/index.rst
@@ -30,7 +30,7 @@ Main Features
    :caption: Getting started
    :hidden:
 
-   installing
+   getting_started/installing
    notebooks
 
 
@@ -60,27 +60,37 @@ Supported datasets
 * SVHN from `"Reading Digits in Natural Images with Unsupervised Feature Learning" <http://ufldl.stanford.edu/housenumbers/nips2011_housenumbers.pdf>`_.
 * IC03 from `ICDAR 2003 <http://www.iapr-tc11.org/mediawiki/index.php?title=ICDAR_2003_Robust_Reading_Competitions>`_.
 * IC13 from `ICDAR 2013 <http://dagdata.cvc.uab.es/icdar2013competition/>`_.
+* IMGUR5K from `"TextStyleBrush: Transfer of Text Aesthetics from a Single Example" <https://github.com/facebookresearch/IMGUR5K-Handwriting-Dataset>`_.
 
 
 .. toctree::
    :maxdepth: 2
    :caption: Using docTR
    :hidden:
 
-   using_models
-   using_model_export
+   using_doctr/using_models
+   using_doctr/using_model_export
 
 
 .. toctree::
    :maxdepth: 2
    :caption: Package Reference
    :hidden:
 
-   datasets
-   io
-   models
-   transforms
-   utils
+   modules/datasets
+   modules/io
+   modules/models
+   modules/transforms
+   modules/utils
+
+
+.. toctree::
+   :maxdepth: 2
+   :caption: Contributing
+   :hidden:
+
+   contributing/code_of_conduct
+   contributing/contributing
 
 
 .. toctree::

diff --git a/docs/source/datasets.rst → docs/source/modules/datasets.rst b/docs/source/datasets.rst → docs/source/modules/datasets.rst
diff --git a/docs/source/io.rst → docs/source/modules/io.rst b/docs/source/io.rst → docs/source/modules/io.rst
diff --git a/docs/source/models.rst → docs/source/modules/models.rst b/docs/source/models.rst → docs/source/modules/models.rst
diff --git a/docs/source/transforms.rst → docs/source/modules/transforms.rst b/docs/source/transforms.rst → docs/source/modules/transforms.rst
diff --git a/docs/source/utils.rst → docs/source/modules/utils.rst b/docs/source/utils.rst → docs/source/modules/utils.rst
diff --git a/docs/source/notebooks.md b/docs/source/notebooks.md
diff --git a/docs/source/notebooks.rst b/docs/source/notebooks.rst
@@ -0,0 +1 @@
+../../notebooks/README.rst
diff --git a/docs/source/using_model_export.rst → ...source/using_doctr/using_model_export.rst b/docs/source/using_model_export.rst → ...source/using_doctr/using_model_export.rst
diff --git a/docs/source/using_models.rst → docs/source/using_doctr/using_models.rst b/docs/source/using_models.rst → docs/source/using_doctr/using_models.rst
@@ -29,6 +29,7 @@ The following architectures are currently supported:
 * `db_mobilenet_v3_large <models.html#doctr.models.detection.db_mobilenet_v3_large>`_
 
 We also provide 2 models working with any kind of rotated documents:
+
 * `linknet_resnet18_rotation <models.html#doctr.models.detection.linknet_resnet18_rotation>`_
 * `db_resnet50_rotation <models.html#doctr.models.detection.db_resnet50_rotation>`_
 
@@ -73,7 +74,7 @@ You can pass specific boolean arguments to the predictor:
 
 For instance, this snippet will instantiates a detection predictor able to detect text on rotated documents while preserving the aspect ratio:
 
-    >>> from doctr.models import detection_predictor  
+    >>> from doctr.models import detection_predictor
     >>> predictor = detection_predictor('db_resnet50_rotation', pretrained=True, assume_straight_pages=False, preserve_aspect_ratio=True)
 
 NB: for the moment, `db_resnet50_rotation` is pretrained in Pytorch only and `linknet_resnet18_rotation` in Tensorflow only.
@@ -360,4 +361,4 @@ For reference, here is a sample XML byte string output::
         </p>
       </div>
     </body>
-  </html>
+  </html>
diff --git a/notebooks/README.md b/notebooks/README.md
diff --git a/notebooks/README.rst b/notebooks/README.rst
@@ -0,0 +1,17 @@
+docTR Notebooks
+===============
+
+Here are some notebooks compiled for users to better leverage the library capabilities:
+
++--------------------------------------------------------------------------------------------------------+----------------------------------------------+---------------------------------------------------------------------------------------------------------------------+
+| Notebook                                                                                               | Description                                  | Colab                                                                                                               |
++--------------------------------------------------------------------------------------------------------+----------------------------------------------+---------------------------------------------------------------------------------------------------------------------+
+| `[Quicktour] <https://github.com/mindee/notebooks/blob/main/doctr/quicktour.ipynb>`_                   | A presentation of the main features of docTR | .. image:: https://colab.research.google.com/assets/colab-badge.svg                                                 |
+|                                                                                                        |                                              |        :target: https://colab.research.google.com/github/mindee/notebooks/blob/main/doctr/quicktour.ipynb           |
++--------------------------------------------------------------------------------------------------------+----------------------------------------------+---------------------------------------------------------------------------------------------------------------------+
+| `[Export as PDF/A] <https://github.com/mindee/notebooks/blob/main/doctr/export_as_pdfa.ipynb>`_        | Produce searchable PDFs from docTR results   | .. image:: https://colab.research.google.com/assets/colab-badge.svg                                                 |
+|                                                                                                        |                                              |        :target: https://colab.research.google.com/github/mindee/notebooks/blob/main/doctr/export_as_pdfa.ipynb      |
++--------------------------------------------------------------------------------------------------------+----------------------------------------------+---------------------------------------------------------------------------------------------------------------------+
+| `[Artefact detection] <https://github.com/mindee/notebooks/blob/main/doctr/artefact_detection.ipynb>`_ | Object detection for artefacts in documents  | .. image:: https://colab.research.google.com/assets/colab-badge.svg                                                 |
+|                                                                                                        |                                              |        :target: https://colab.research.google.com/github/mindee/notebooks/blob/main/doctr/artefact_detection.ipynb  |
++--------------------------------------------------------------------------------------------------------+----------------------------------------------+---------------------------------------------------------------------------------------------------------------------+