diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..11041c7
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1 @@
+*.egg-info
diff --git a/.vscode/.ropeproject/config.py b/.vscode/.ropeproject/config.py
new file mode 100644
index 0000000..dee2d1a
--- /dev/null
+++ b/.vscode/.ropeproject/config.py
@@ -0,0 +1,114 @@
+# The default ``config.py``
+# flake8: noqa
+
+
+def set_prefs(prefs):
+    """This function is called before opening the project"""
+
+    # Specify which files and folders to ignore in the project.
+    # Changes to ignored resources are not added to the history and
+    # VCSs.  Also they are not returned in `Project.get_files()`.
+    # Note that ``?`` and ``*`` match all characters but slashes.
+    # '*.pyc': matches 'test.pyc' and 'pkg/test.pyc'
+    # 'mod*.pyc': matches 'test/mod1.pyc' but not 'mod/1.pyc'
+    # '.svn': matches 'pkg/.svn' and all of its children
+    # 'build/*.o': matches 'build/lib.o' but not 'build/sub/lib.o'
+    # 'build//*.o': matches 'build/lib.o' and 'build/sub/lib.o'
+    prefs['ignored_resources'] = ['*.pyc', '*~', '.ropeproject',
+                                  '.hg', '.svn', '_svn', '.git', '.tox']
+
+    # Specifies which files should be considered python files.  It is
+    # useful when you have scripts inside your project.  Only files
+    # ending with ``.py`` are considered to be python files by
+    # default.
+    # prefs['python_files'] = ['*.py']
+
+    # Custom source folders:  By default rope searches the project
+    # for finding source folders (folders that should be searched
+    # for finding modules).  You can add paths to that list.  Note
+    # that rope guesses project source folders correctly most of the
+    # time; use this if you have any problems.
+    # The folders should be relative to project root and use '/' for
+    # separating folders regardless of the platform rope is running on.
+    # 'src/my_source_folder' for instance.
+    # prefs.add('source_folders', 'src')
+
+    # You can extend python path for looking up modules
+    # prefs.add('python_path', '~/python/')
+
+    # Should rope save object information or not.
+    prefs['save_objectdb'] = True
+    prefs['compress_objectdb'] = False
+
+    # If `True`, rope analyzes each module when it is being saved.
+    prefs['automatic_soa'] = True
+    # The depth of calls to follow in static object analysis
+    prefs['soa_followed_calls'] = 0
+
+    # If `False` when running modules or unit tests "dynamic object
+    # analysis" is turned off.  This makes them much faster.
+    prefs['perform_doa'] = True
+
+    # Rope can check the validity of its object DB when running.
+    prefs['validate_objectdb'] = True
+
+    # How many undos to hold?
+    prefs['max_history_items'] = 32
+
+    # Shows whether to save history across sessions.
+    prefs['save_history'] = True
+    prefs['compress_history'] = False
+
+    # Set the number spaces used for indenting.  According to
+    # :PEP:`8`, it is best to use 4 spaces.  Since most of rope's
+    # unit-tests use 4 spaces it is more reliable, too.
+    prefs['indent_size'] = 4
+
+    # Builtin and c-extension modules that are allowed to be imported
+    # and inspected by rope.
+    prefs['extension_modules'] = []
+
+    # Add all standard c-extensions to extension_modules list.
+    prefs['import_dynload_stdmods'] = True
+
+    # If `True` modules with syntax errors are considered to be empty.
+    # The default value is `False`; When `False` syntax errors raise
+    # `rope.base.exceptions.ModuleSyntaxError` exception.
+    prefs['ignore_syntax_errors'] = False
+
+    # If `True`, rope ignores unresolvable imports.  Otherwise, they
+    # appear in the importing namespace.
+    prefs['ignore_bad_imports'] = False
+
+    # If `True`, rope will insert new module imports as
+    # `from <package> import <module>` by default.
+    prefs['prefer_module_from_imports'] = False
+
+    # If `True`, rope will transform a comma list of imports into
+    # multiple separate import statements when organizing
+    # imports.
+    prefs['split_imports'] = False
+
+    # If `True`, rope will remove all top-level import statements and
+    # reinsert them at the top of the module when making changes.
+    prefs['pull_imports_to_top'] = True
+
+    # If `True`, rope will sort imports alphabetically by module name instead
+    # of alphabetically by import statement, with from imports after normal
+    # imports.
+    prefs['sort_imports_alphabetically'] = False
+
+    # Location of implementation of
+    # rope.base.oi.type_hinting.interfaces.ITypeHintingFactory In general
+    # case, you don't have to change this value, unless you're an rope expert.
+    # Change this value to inject you own implementations of interfaces
+    # listed in module rope.base.oi.type_hinting.providers.interfaces
+    # For example, you can add you own providers for Django Models, or disable
+    # the search type-hinting in a class hierarchy, etc.
+    prefs['type_hinting_factory'] = (
+        'rope.base.oi.type_hinting.factory.default_type_hinting_factory')
+
+
+def project_opened(project):
+    """This function is called after opening the project"""
+    # Do whatever you like here!
diff --git a/.vscode/.ropeproject/objectdb b/.vscode/.ropeproject/objectdb
new file mode 100644
index 0000000..0a47446
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diff --git a/LICENSE b/LICENSE
new file mode 100644
index 0000000..cc0ea5e
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,29 @@
+BSD 3-Clause License
+
+Copyright (c) 2019, Manu NALEPA
+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.
diff --git a/MANIFEST.in b/MANIFEST.in
new file mode 100644
index 0000000..ad47f31
--- /dev/null
+++ b/MANIFEST.in
@@ -0,0 +1 @@
+recursive-include bounding_box *.ttf
diff --git a/bounding_box/Ubuntu-B.ttf b/bounding_box/Ubuntu-B.ttf
new file mode 100644
index 0000000..c0142fe
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diff --git a/bounding_box/__init__.py b/bounding_box/__init__.py
new file mode 100644
index 0000000..10939f0
--- /dev/null
+++ b/bounding_box/__init__.py
@@ -0,0 +1 @@
+__version__ = '0.1.2'
diff --git a/bounding_box/__init__.pyc b/bounding_box/__init__.pyc
new file mode 100644
index 0000000..75d0810
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diff --git a/bounding_box/bounding_box.py b/bounding_box/bounding_box.py
new file mode 100644
index 0000000..999e100
--- /dev/null
+++ b/bounding_box/bounding_box.py
@@ -0,0 +1,131 @@
+from __future__ import division as _division
+from __future__ import print_function as _print_function
+
+import os as _os
+import os.path as _path
+import numpy as np
+import cv2 as _cv2
+from PIL import ImageFont
+import numpy as _np
+from hashlib import md5 as _md5
+
+_LOC = _path.realpath(_path.join(_os.getcwd(),_path.dirname(__file__)))
+
+#https://clrs.cc/
+_COLOR_NAME_TO_RGB = dict(
+    navy=((0, 38, 63), (119, 193, 250)),
+    blue=((0, 120, 210), (173, 220, 252)),
+    aqua=((115, 221, 252), (0, 76, 100)),
+    teal=((15, 205, 202), (0, 0, 0)),
+    olive=((52, 153, 114), (25, 58, 45)),
+    green=((0, 204, 84), (15, 64, 31)),
+    lime=((1, 255, 127), (0, 102, 53)),
+    yellow=((255, 216, 70), (103, 87, 28)),
+    orange=((255, 125, 57), (104, 48, 19)),
+    red=((255, 47, 65), (131, 0, 17)),
+    maroon=((135, 13, 75), (239, 117, 173)),
+    fuchsia=((246, 0, 184), (103, 0, 78)),
+    purple=((179, 17, 193), (241, 167, 244)),
+    black=((24, 24, 24), (220, 220, 220)),
+    gray=((168, 168, 168), (0, 0, 0)),
+    silver=((220, 220, 220), (0, 0, 0))
+)
+
+_COLOR_NAMES = list(_COLOR_NAME_TO_RGB)
+
+_DEFAULT_COLOR_NAME = "green"
+
+_FONT_PATH = _os.path.join(_LOC, "Ubuntu-B.ttf")
+_FONT_HEIGHT = 15
+_FONT = ImageFont.truetype(_FONT_PATH, _FONT_HEIGHT)
+
+def _rgb_to_bgr(color):
+    return list(reversed(color))
+
+def _color_image(image, font_color, background_color):
+    return background_color + (font_color - background_color) * image / 255
+
+def _get_label_image(text, font_color_tuple_bgr, background_color_tuple_bgr):
+    text_image = _FONT.getmask(text)
+    shape = list(reversed(text_image.size))
+    bw_image = np.array(text_image).reshape(shape)
+
+    image = [
+        _color_image(bw_image, font_color, background_color)[None, ...]
+        for font_color, background_color
+        in zip(font_color_tuple_bgr, background_color_tuple_bgr)
+    ]
+
+    return np.concatenate(image).transpose(1, 2, 0)
+
+def add_bounding_box(image, left, top, right, bottom, label=None, color=None):
+    if type(image) is not _np.ndarray:
+        raise TypeError("'image' parameter must be a numpy.ndarray")
+    try:
+        left, top, right, bottom = int(left), int(top), int(right), int(bottom)
+    except ValueError:
+        raise TypeError("'left', 'top', 'right' & 'bottom' must be a number")
+
+    image_height, image_width, _ = image.shape
+
+    if not 0 <= top <= image_height:
+        raise TypeError("'top' must be between 0 and " + str(image_height))
+
+    if not 0 <= bottom <= image_height:
+        raise TypeError("'bottom' must be between 0 and " + str(image_height))
+
+    if not 0 <= left <= image_width:
+        raise TypeError("'left' must be between 0 and " + str(image_width))
+
+    if not 0 <= right <= image_width:
+        raise TypeError("'right' must be between 0 and " + str(image_width))
+
+    if label and type(label) is not str:
+        raise TypeError("'label' must be a str")
+
+    if label and not color:
+        hex_digest = _md5(label.encode()).hexdigest()
+        color_index = int(hex_digest, 16) % len(_COLOR_NAME_TO_RGB)
+        color = _COLOR_NAMES[color_index]
+
+    if not color:
+        color = _DEFAULT_COLOR_NAME
+
+    if type(color) is not str:
+        raise TypeError("'color' must be a str")
+
+    if color not in _COLOR_NAME_TO_RGB:
+        msg = "'color' must be one of " + ", ".join(_COLOR_NAME_TO_RGB)
+        raise ValueError(msg)
+
+    colors = [_rgb_to_bgr(item) for item in _COLOR_NAME_TO_RGB[color]]
+    color, color_text = colors
+
+    _cv2.rectangle(image, (left, top), (right, bottom), color, 2)
+
+    if label:
+        label_image =  _get_label_image(label, color_text, color)
+        label_height, label_width, _ = label_image.shape
+
+        rectangle_bottom = top
+        rectangle_left = left - 1
+
+        rectangle_top = rectangle_bottom - label_height - 1
+        rectangle_right = rectangle_left + 1 + label_width
+
+        label_top = rectangle_top + 1
+
+        if rectangle_top < 0:
+            rectangle_top = top
+            rectangle_bottom = rectangle_top + label_height + 1
+
+            label_top = rectangle_top
+
+        label_left = rectangle_left + 1
+        label_bottom = label_top + label_height
+        label_right = label_left + label_width
+
+        _cv2.rectangle(image, (rectangle_left, rectangle_top),
+                      (rectangle_right, rectangle_bottom), color, -1)
+
+        image[label_top:label_bottom, label_left:label_right, :] = label_image
diff --git a/bounding_box/bounding_box.pyc b/bounding_box/bounding_box.pyc
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diff --git a/docs/examples.py b/docs/examples.py
new file mode 100755
index 0000000..f0e582c
--- /dev/null
+++ b/docs/examples.py
@@ -0,0 +1,97 @@
+#!/usr/bin/env python
+
+from __future__ import print_function
+import cv2
+from bounding_box import bounding_box as bb
+import os
+
+def show_and_save(title, image, path):
+    cv2.imwrite(path, image)
+    cv2.imshow(title, image)
+    print("Press 'Enter' to display the next picture...")
+    cv2.waitKey(0)
+    cv2.destroyAllWindows()
+
+def main():
+    in_path = os.path.join("docs", "images", "winton.jpg")
+    out_path = os.path.join("docs", "images", "winton_bb.png")
+    image = cv2.imread(in_path, cv2.IMREAD_COLOR)
+    bb.add_bounding_box(image, 281, 12, 744, 431, "Winton", "maroon")
+    bb.add_bounding_box(image, 166, 149, 500, 297, "Trumpet", "yellow")
+    show_and_save("Winton MARSALIS", image, out_path)
+
+    in_path = os.path.join("docs", "images", "khatia.jpg")
+    out_path = os.path.join("docs", "images", "khatia_bb.png")
+    image = cv2.imread(in_path, cv2.IMREAD_COLOR)
+    bb.add_bounding_box(image, 280, 24, 802, 593, "Khatia", "maroon")
+    bb.add_bounding_box(image, 687, 1, 1448, 648, "Piano", "gray")
+    bb.add_bounding_box(image, 888, 492, 1190, 536, "Text")
+    show_and_save("Khatia BUNIATISHVILI", image, out_path)
+
+    in_path = os.path.join("docs", "images", "clarifloue.jpg")
+    out_path = os.path.join("docs", "images", "clarifloue_bb.png")
+    image = cv2.imread(in_path, cv2.IMREAD_COLOR)
+    bb.add_bounding_box(image, 69, 86, 470, 136, label="Headache designer")
+    bb.add_bounding_box(image, 136, 196, 406, 234, "Text")
+    bb.add_bounding_box(image, 67, 351, 471, 400, "Headache designer")
+    bb.add_bounding_box(image, 130, 456, 390, 494, "Text")
+    show_and_save("Clarinet", image, out_path)
+
+    in_path = os.path.join("docs", "images", "nao-romeo-pepper.jpg")
+    out_path = os.path.join("docs", "images", "nao-romeo-pepper_bb.png")
+    image = cv2.imread(in_path, cv2.IMREAD_COLOR)
+    bb.add_bounding_box(image, 155, 152, 244, 297, "Nao")
+    bb.add_bounding_box(image, 260, 6, 423, 416, "Romeo")
+    bb.add_bounding_box(image, 421, 76, 547, 402, "Pepper")
+    show_and_save("Robots", image, out_path)
+
+    in_path = os.path.join("docs", "images", "ski-paraglider.jpg")
+    out_path = os.path.join("docs", "images", "ski-paraglider_bb.png")
+    image = cv2.imread(in_path, cv2.IMREAD_COLOR)
+    bb.add_bounding_box(image, 0, 128, 645, 589, "Paraglider", "orange")
+    bb.add_bounding_box(image, 689, 442, 818, 566, "Skier", "gray")
+    show_and_save("Ski and paraglider", image, out_path)
+
+    in_path = os.path.join("docs", "images", "paragliders.jpg")
+    out_path = os.path.join("docs", "images", "paragliders_bb.png")
+    image = cv2.imread(in_path, cv2.IMREAD_COLOR)
+    bb.add_bounding_box(image, 90, 228, 318, 428, "Paraglider")
+    bb.add_bounding_box(image, 521, 110, 656, 415, "Paraglider")
+    show_and_save("Pretty Bounding Box", image, out_path)
+
+    in_path = os.path.join("docs", "images", "selfie.jpg")
+    out_path = os.path.join("docs", "images", "selfie_bb.png")
+    image = cv2.imread(in_path, cv2.IMREAD_COLOR)
+    bb.add_bounding_box(image, 5, 7, 150, 169, "Female", "fuchsia")
+    bb.add_bounding_box(image, 116, 7, 193, 113, "Male", "blue")
+    bb.add_bounding_box(image, 189, 7, 291, 124, "Female", "fuchsia")
+    bb.add_bounding_box(image, 288, 25, 355, 114, "Male", "blue")
+    bb.add_bounding_box(image, 367, 0, 448, 92, "Male", "blue")
+    bb.add_bounding_box(image, 435, 29, 506, 104, "Female", "fuchsia")
+    bb.add_bounding_box(image, 497, 3, 597, 111, "Female", "fuchsia")
+    bb.add_bounding_box(image, 110, 133, 213, 245, "Female", "fuchsia")
+    bb.add_bounding_box(image, 176, 120, 293, 289, "Female", "fuchsia")
+    bb.add_bounding_box(image, 314, 115, 470, 357, "Male", "blue")
+    bb.add_bounding_box(image, 468, 72, 577, 226, "Male", "blue")
+    show_and_save("The Selfie", image, out_path)
+
+    in_path = os.path.join("docs", "images", "pobb.jpg")
+    out_path = os.path.join("docs", "images", "pobb_bb.png")
+    image = cv2.imread(in_path, cv2.IMREAD_COLOR)
+    bb.add_bounding_box(image, 76, 62, 155, 271, "Female", "fuchsia")
+    bb.add_bounding_box(image, 157, 44, 288, 274, "Male", "blue")
+    bb.add_bounding_box(image, 224, 64, 317, 274, "Male", "blue")
+    bb.add_bounding_box(image, 290, 48, 383, 277, "Male", "blue")
+    bb.add_bounding_box(image, 350, 42, 458, 276, "Female", "fuchsia")
+    bb.add_bounding_box(image, 416, 17, 510, 279, "Male", "blue")
+    bb.add_bounding_box(image, 482, 55, 573, 278, "Female", "fuchsia")
+    bb.add_bounding_box(image, 547, 63, 615, 277, "Female", "fuchsia")
+    bb.add_bounding_box(image, 608, 49, 704, 275, "Female", "fuchsia")
+    bb.add_bounding_box(image, 672, 34, 767, 274, "Male", "blue")
+    bb.add_bounding_box(image, 725, 62, 813, 273, "Female", "fuchsia")
+    bb.add_bounding_box(image, 786, 38, 887, 267, "Male", "blue")
+    bb.add_bounding_box(image, 864, 51, 959, 266, "Male", "blue")
+    show_and_save("POBB", image, out_path)
+
+if __name__ == "__main__":
+    main()
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diff --git a/docs/images/winton.jpg b/docs/images/winton.jpg
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diff --git a/docs/images/winton_bb.png b/docs/images/winton_bb.png
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diff --git a/setup.py b/setup.py
new file mode 100644
index 0000000..8ba5679
--- /dev/null
+++ b/setup.py
@@ -0,0 +1,24 @@
+from setuptools import setup, find_packages
+
+install_requires = [
+    'opencv-python >= 4.1.0',
+    'Pillow >= 6.0.0',
+]
+
+setup(
+    name='bounding_box',
+    version='0.1.2',
+
+    python_requires='>=2.7',
+
+    packages=find_packages(),
+    include_package_data=True,
+
+    author='Manu NALEPA',
+    author_email='nalepae@gmail.com',
+    description='A tool to plot pretty bounding boxes around objects.',
+    long_description='See https://github.com/nalepae/bounding_box/tree/v1.0.0 for complete user guide.',
+    url='https://github.com/nalepae/bounding_box',
+    install_requires=install_requires,
+    license='BSD',
+)