Projeto Finalizado

README.md

@@ -2,8 +2,16 @@
 
 Description. 
 The package package_name is used to:
-	- 
-	-
+	Processing
+		- Histogram matching 
+		- Structural similary
+		- Resize image
+	Utils
+		- Read image
+		- Save image
+		- Plot image
+		- Plot result
+		- Plot histogram
 
 ## Installation
 
@@ -13,15 +21,8 @@ Use the package manager [pip](https://pip.pypa.io/en/stable/) to install package
 pip install package_name
 ```
 
-## Usage
-
-```python
-from package_name.module1_name import file1_name
-file1_name.my_function()
-```
-
 ## Author
-My_name
+Rodrigo
 
 ## License
 [MIT](https://choosealicense.com/licenses/mit/)

build/lib/image_processing/processing/combination.py

@@ -0,0 +1,17 @@
+import numpy as np
+from skimage.color import rgb2gray
+from skimage.exposure import match_histograms
+from skimage.metrics import structural_similarity
+
+def find_difference(image1, image2):
+    assert image1.shape == image2.shape, "Specify 2 images with de same shape."
+    gray_image1 = rgb2gray(image1)
+    gray_image2 = rgb2gray(image2)
+    (score, difference_image) = structural_similarity(gray_image1, gray_image2, full=True)
+    print("Similarity of the images:", score)
+    normalized_difference_image = (difference_image-np.min(difference_image))/(np.max(difference_image)-np.min(difference_image))
+    return normalized_difference_image
+
+def transfer_histogram(image1, image2):
+    matched_image = match_histograms(image1, image2, multichannel=True)
+    return matched_image

build/lib/image_processing/processing/transformation.py

@@ -0,0 +1,8 @@
+from skimage.transform import resize
+
+def resize_image(image, proportion):
+    assert 0 <= proportion <= 1, "Specify a valid proportion between 0 and 1."
+    height = round(image.shape[0] * proportion)
+    width = round(image.shape[1] * proportion)
+    image_resized = resize(image, (height, width), anti_aliasing=True)
+    return image_resized

build/lib/image_processing/utils/io.py

@@ -0,0 +1,8 @@
+from skimage.io import imread, imsave
+
+def read_image(path, is_gray = False):
+    image = imread(path, as_gray = is_gray)
+    return image
+
+def save_image(image, path):
+    imsave(path, image) 

build/lib/image_processing/utils/plot.py

@@ -0,0 +1,28 @@
+import matplotlib.pyplot as plt
+
+def plot_image(image):
+    plt.figure(figsize=(12, 4))
+    plt.imshow(image, cmap='gray')
+    plt.axis('off')
+    plt.show()
+
+def plot_result(*args):
+    number_images = len(args)
+    fig, axis = plt.subplots(nrows=1, ncols = number_images, figsize=(12, 4))
+    names_lst = ['Image {}'.format(i) for i in range(1, number_images)]
+    names_lst.append('Result')
+    for ax, name, image in zip(axis, names_lst, args):
+        ax.set_title(name)
+        ax.imshow(image, cmap='gray')
+        ax.axis('off')
+    fig.tight_layout()
+    plt.show()
+
+def plot_histogram(image):
+    fig, axis = plt.subplots(nrows=1, ncols = 3, figsize=(12, 4), sharex=True, sharey=True)
+    color_lst = ['red', 'green', 'blue']
+    for index, (ax, color) in enumerate(zip(axis, color_lst)):
+        ax.set_title('{} histogram'.format(color.title()))
+        ax.hist(image[:, :, index].ravel(), bins = 256, color = color, alpha = 0.8)
+    fig.tight_layout()
+    plt.show()

image_proccesing.egg-info/PKG-INFO

@@ -0,0 +1,45 @@
+Metadata-Version: 2.2
+Name: image_proccesing
+Version: 0.0.1
+Home-page: https://github.com/yDigss/image-processing-package.git
+Author: Rodrigo
+Requires-Python: >=3.5
+Description-Content-Type: text/markdown
+Requires-Dist: matplotlib
+Requires-Dist: numpy
+Requires-Dist: scikit-image>=0.16.1
+Dynamic: author
+Dynamic: description
+Dynamic: description-content-type
+Dynamic: home-page
+Dynamic: requires-dist
+Dynamic: requires-python
+
+# package_name
+
+Description. 
+The package package_name is used to:
+	Processing
+		- Histogram matching 
+		- Structural similary
+		- Resize image
+	Utils
+		- Read image
+		- Save image
+		- Plot image
+		- Plot result
+		- Plot histogram
+
+## Installation
+
+Use the package manager [pip](https://pip.pypa.io/en/stable/) to install package_name
+
+```bash
+pip install package_name
+```
+
+## Author
+Rodrigo
+
+## License
+[MIT](https://choosealicense.com/licenses/mit/)

image_proccesing.egg-info/SOURCES.txt

@@ -0,0 +1,14 @@
+README.md
+setup.py
+image_proccesing.egg-info/PKG-INFO
+image_proccesing.egg-info/SOURCES.txt
+image_proccesing.egg-info/dependency_links.txt
+image_proccesing.egg-info/requires.txt
+image_proccesing.egg-info/top_level.txt
+image_processing/__init__.py
+image_processing/processing/__init__.py
+image_processing/processing/combination.py
+image_processing/processing/transformation.py
+image_processing/utils/__init__.py
+image_processing/utils/io.py
+image_processing/utils/plot.py

image_proccesing.egg-info/dependency_links.txt

@@ -0,0 +1 @@
+

image_proccesing.egg-info/requires.txt

@@ -0,0 +1,3 @@
+matplotlib
+numpy
+scikit-image>=0.16.1

image_proccesing.egg-info/top_level.txt

@@ -0,0 +1 @@
+image_processing

requirements.txt

@@ -0,0 +1,3 @@
+matplotlib
+numpy
+scikit-image >= 0.16.1

setup.py

@@ -0,0 +1,20 @@
+from setuptools import setup, find_packages
+
+with open("README.md", "r") as f:
+    page_description = f.read()
+
+with open("requirements.txt") as f:
+    requirements = f.read().splitlines()
+
+setup(
+    name="image_proccesing",
+    version="0.0.1",
+    author="Rodrigo",
+    description="",
+    long_description=page_description,
+    long_description_content_type="text/markdown",
+    url="https://github.com/yDigss/image-processing-package.git",
+    packages=find_packages(),
+    install_requires=requirements,
+    python_requires=">=3.5",
+)