OpenGenus · sg7801 · Dec 9, 2021 · Dec 9, 2021 · Dec 9, 2021 · Dec 9, 2021
diff --git a/LICENSE b/LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2021 Srishti Guleria 
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/MANIFEST.in b/MANIFEST.in
@@ -0,0 +1,2 @@
+include face_app/*.py
+include face_app/*.yml
diff --git a/README.md b/README.md
@@ -1,13 +1,19 @@
 # Finding set of faces when combined results in face of person A
-This repository contains the code for the python project on “Finding set of faces when combined results in face of person A". <br>
+This repository contains the code for the python project on [“Finding set of faces when combined results in face of person A"](https://iq.opengenus.org/project-on-reconstructing-face/). <br>
+
+**The project has been published as a [pip package](https://pypi.org/project/face-recons/0.0.1/) and can be installed by running ```pip install face-recons==0.0.1``` in terminal.**
+<br>
+
+**After successfully installing the package, user can enter python interpreter and enter ```from face_recons import main```. Following it they will enter the Default Mode of the application.**
+
 **The default mode of the application is interactive mode which is user friendly. The other mode is Command Line Interface.**
 
 ## Default Mode (Interactive Mode): 
 The detailed Flow of Code for our Interactive or Default Mode is below :
 
 ![flow_chart](https://user-images.githubusercontent.com/61888364/144736192-361c955c-8b2c-4f47-b6cd-1ce5ac78360e.png)
 
-- We start the application by opening the terminal in this folder and typing the command :  ```python main.py```
+- We start the application by opening the python interpreter and typing the command :  ```from face_recons import main```
 - The following 5 options are shown in the terminal. Then we would enter the number of the command of our choice between 1-5. : 
 ![image](https://user-images.githubusercontent.com/61888364/144733110-9caf58c2-0590-4ec6-ad54-ebae83dd9516.png)
 

diff --git a/face_recons/__init__.py b/face_recons/__init__.py
@@ -0,0 +1,3 @@
+from face_recons import main
+from face_recons import train 
+from face_recons import test
diff --git a/main.py → face_recons/main.py b/main.py → face_recons/main.py
@@ -1,7 +1,8 @@
-import test
-import train
+from face_recons import test
+from face_recons import train
 import argparse
 
+
 parser = argparse.ArgumentParser(description = "Face Application - Command Line Interface")
 parser.add_argument("--mode", default = False, help="Enable Command Line Interface", action='store')
 parser.add_argument("--input", type=str, required=False, help="Enter the name of Test image in format: directory/image_name.jpg")
@@ -15,14 +16,14 @@
         except ValueError:
             print ("Not a number")
         if choice == 1:
-            train.directory_name = input('Enter the name of directory :\n')
+            train.directory_name = input('Enter the path of directory :\n')
             train.training()
         elif choice == 2:
             test.print_test()
         elif choice == 3:
             test.print_eigen()
         elif choice == 4:
-            test.image_file = input('Enter the name of image in format: directory/image_name.jpg\n')
+            test.image_file = input('Enter the name of image in format: directory_path/.../image_name.jpg\n')
             test.recons()
         elif choice == 5:
             print("Thank you for your visit!")

diff --git a/pca_parameters.yml → face_recons/pca_parameters.yml b/pca_parameters.yml → face_recons/pca_parameters.yml
diff --git a/sample/000001.jpg → face_recons/sample/000001.jpg b/sample/000001.jpg → face_recons/sample/000001.jpg
diff --git a/sample/000002.jpg → face_recons/sample/000002.jpg b/sample/000002.jpg → face_recons/sample/000002.jpg
diff --git a/sample/000003.jpg → face_recons/sample/000003.jpg b/sample/000003.jpg → face_recons/sample/000003.jpg
diff --git a/sample/000004.jpg → face_recons/sample/000004.jpg b/sample/000004.jpg → face_recons/sample/000004.jpg
diff --git a/sample/000005.jpg → face_recons/sample/000005.jpg b/sample/000005.jpg → face_recons/sample/000005.jpg
diff --git a/sample/000006.jpg → face_recons/sample/000006.jpg b/sample/000006.jpg → face_recons/sample/000006.jpg
diff --git a/sample/000007.jpg → face_recons/sample/000007.jpg b/sample/000007.jpg → face_recons/sample/000007.jpg
diff --git a/sample/000008.jpg → face_recons/sample/000008.jpg b/sample/000008.jpg → face_recons/sample/000008.jpg
diff --git a/sample/000009.jpg → face_recons/sample/000009.jpg b/sample/000009.jpg → face_recons/sample/000009.jpg
diff --git a/sample/000010.jpg → face_recons/sample/000010.jpg b/sample/000010.jpg → face_recons/sample/000010.jpg
diff --git a/sample/000011.jpg → face_recons/sample/000011.jpg b/sample/000011.jpg → face_recons/sample/000011.jpg
diff --git a/sample/000012.jpg → face_recons/sample/000012.jpg b/sample/000012.jpg → face_recons/sample/000012.jpg
diff --git a/sample/000013.jpg → face_recons/sample/000013.jpg b/sample/000013.jpg → face_recons/sample/000013.jpg
diff --git a/sample/000014.jpg → face_recons/sample/000014.jpg b/sample/000014.jpg → face_recons/sample/000014.jpg
diff --git a/sample/000015.jpg → face_recons/sample/000015.jpg b/sample/000015.jpg → face_recons/sample/000015.jpg
diff --git a/sample/000016.jpg → face_recons/sample/000016.jpg b/sample/000016.jpg → face_recons/sample/000016.jpg
diff --git a/sample/000017.jpg → face_recons/sample/000017.jpg b/sample/000017.jpg → face_recons/sample/000017.jpg
diff --git a/sample/000018.jpg → face_recons/sample/000018.jpg b/sample/000018.jpg → face_recons/sample/000018.jpg
diff --git a/sample/000019.jpg → face_recons/sample/000019.jpg b/sample/000019.jpg → face_recons/sample/000019.jpg
diff --git a/sample/000020.jpg → face_recons/sample/000020.jpg b/sample/000020.jpg → face_recons/sample/000020.jpg
diff --git a/sample/000021.jpg → face_recons/sample/000021.jpg b/sample/000021.jpg → face_recons/sample/000021.jpg
diff --git a/sample/000022.jpg → face_recons/sample/000022.jpg b/sample/000022.jpg → face_recons/sample/000022.jpg
diff --git a/sample/000023.jpg → face_recons/sample/000023.jpg b/sample/000023.jpg → face_recons/sample/000023.jpg
diff --git a/sample/000024.jpg → face_recons/sample/000024.jpg b/sample/000024.jpg → face_recons/sample/000024.jpg
diff --git a/sample/000025.jpg → face_recons/sample/000025.jpg b/sample/000025.jpg → face_recons/sample/000025.jpg
diff --git a/sample/000026.jpg → face_recons/sample/000026.jpg b/sample/000026.jpg → face_recons/sample/000026.jpg
diff --git a/sample/000027.jpg → face_recons/sample/000027.jpg b/sample/000027.jpg → face_recons/sample/000027.jpg
diff --git a/sample/000028.jpg → face_recons/sample/000028.jpg b/sample/000028.jpg → face_recons/sample/000028.jpg
diff --git a/sample/000029.jpg → face_recons/sample/000029.jpg b/sample/000029.jpg → face_recons/sample/000029.jpg
diff --git a/sample/000030.jpg → face_recons/sample/000030.jpg b/sample/000030.jpg → face_recons/sample/000030.jpg
diff --git a/sample/000031.jpg → face_recons/sample/000031.jpg b/sample/000031.jpg → face_recons/sample/000031.jpg
diff --git a/sample/000032.jpg → face_recons/sample/000032.jpg b/sample/000032.jpg → face_recons/sample/000032.jpg
diff --git a/sample/000033.jpg → face_recons/sample/000033.jpg b/sample/000033.jpg → face_recons/sample/000033.jpg
diff --git a/sample/000034.jpg → face_recons/sample/000034.jpg b/sample/000034.jpg → face_recons/sample/000034.jpg
diff --git a/sample/000035.jpg → face_recons/sample/000035.jpg b/sample/000035.jpg → face_recons/sample/000035.jpg
diff --git a/sample/000036.jpg → face_recons/sample/000036.jpg b/sample/000036.jpg → face_recons/sample/000036.jpg
diff --git a/sample/000037.jpg → face_recons/sample/000037.jpg b/sample/000037.jpg → face_recons/sample/000037.jpg
diff --git a/sample/000038.jpg → face_recons/sample/000038.jpg b/sample/000038.jpg → face_recons/sample/000038.jpg
diff --git a/sample/000039.jpg → face_recons/sample/000039.jpg b/sample/000039.jpg → face_recons/sample/000039.jpg
diff --git a/sample/000040.jpg → face_recons/sample/000040.jpg b/sample/000040.jpg → face_recons/sample/000040.jpg
diff --git a/sample/000041.jpg → face_recons/sample/000041.jpg b/sample/000041.jpg → face_recons/sample/000041.jpg
diff --git a/sample/000042.jpg → face_recons/sample/000042.jpg b/sample/000042.jpg → face_recons/sample/000042.jpg
diff --git a/sample/000043.jpg → face_recons/sample/000043.jpg b/sample/000043.jpg → face_recons/sample/000043.jpg
diff --git a/sample/000044.jpg → face_recons/sample/000044.jpg b/sample/000044.jpg → face_recons/sample/000044.jpg
diff --git a/sample/000045.jpg → face_recons/sample/000045.jpg b/sample/000045.jpg → face_recons/sample/000045.jpg
diff --git a/sample/000046.jpg → face_recons/sample/000046.jpg b/sample/000046.jpg → face_recons/sample/000046.jpg
diff --git a/sample/000047.jpg → face_recons/sample/000047.jpg b/sample/000047.jpg → face_recons/sample/000047.jpg
diff --git a/sample/000048.jpg → face_recons/sample/000048.jpg b/sample/000048.jpg → face_recons/sample/000048.jpg
diff --git a/sample/000049.jpg → face_recons/sample/000049.jpg b/sample/000049.jpg → face_recons/sample/000049.jpg
diff --git a/sample/000050.jpg → face_recons/sample/000050.jpg b/sample/000050.jpg → face_recons/sample/000050.jpg
diff --git a/sample/000051.jpg → face_recons/sample/000051.jpg b/sample/000051.jpg → face_recons/sample/000051.jpg
diff --git a/sample/000052.jpg → face_recons/sample/000052.jpg b/sample/000052.jpg → face_recons/sample/000052.jpg
diff --git a/sample/000053.jpg → face_recons/sample/000053.jpg b/sample/000053.jpg → face_recons/sample/000053.jpg
diff --git a/sample/000054.jpg → face_recons/sample/000054.jpg b/sample/000054.jpg → face_recons/sample/000054.jpg
diff --git a/sample/000055.jpg → face_recons/sample/000055.jpg b/sample/000055.jpg → face_recons/sample/000055.jpg
diff --git a/sample/000056.jpg → face_recons/sample/000056.jpg b/sample/000056.jpg → face_recons/sample/000056.jpg
diff --git a/sample/000057.jpg → face_recons/sample/000057.jpg b/sample/000057.jpg → face_recons/sample/000057.jpg
diff --git a/sample/000058.jpg → face_recons/sample/000058.jpg b/sample/000058.jpg → face_recons/sample/000058.jpg
diff --git a/sample/000059.jpg → face_recons/sample/000059.jpg b/sample/000059.jpg → face_recons/sample/000059.jpg
diff --git a/sample/000060.jpg → face_recons/sample/000060.jpg b/sample/000060.jpg → face_recons/sample/000060.jpg
diff --git a/sample/000061.jpg → face_recons/sample/000061.jpg b/sample/000061.jpg → face_recons/sample/000061.jpg
diff --git a/sample/000062.jpg → face_recons/sample/000062.jpg b/sample/000062.jpg → face_recons/sample/000062.jpg
diff --git a/sample/000063.jpg → face_recons/sample/000063.jpg b/sample/000063.jpg → face_recons/sample/000063.jpg
diff --git a/sample/000064.jpg → face_recons/sample/000064.jpg b/sample/000064.jpg → face_recons/sample/000064.jpg
diff --git a/sample/000065.jpg → face_recons/sample/000065.jpg b/sample/000065.jpg → face_recons/sample/000065.jpg
diff --git a/sample/000066.jpg → face_recons/sample/000066.jpg b/sample/000066.jpg → face_recons/sample/000066.jpg
diff --git a/sample/000067.jpg → face_recons/sample/000067.jpg b/sample/000067.jpg → face_recons/sample/000067.jpg
diff --git a/sample/000068.jpg → face_recons/sample/000068.jpg b/sample/000068.jpg → face_recons/sample/000068.jpg
diff --git a/sample/000069.jpg → face_recons/sample/000069.jpg b/sample/000069.jpg → face_recons/sample/000069.jpg
diff --git a/sample/000070.jpg → face_recons/sample/000070.jpg b/sample/000070.jpg → face_recons/sample/000070.jpg
diff --git a/sample/000071.jpg → face_recons/sample/000071.jpg b/sample/000071.jpg → face_recons/sample/000071.jpg
diff --git a/sample/000072.jpg → face_recons/sample/000072.jpg b/sample/000072.jpg → face_recons/sample/000072.jpg
diff --git a/sample/000073.jpg → face_recons/sample/000073.jpg b/sample/000073.jpg → face_recons/sample/000073.jpg
diff --git a/sample/000074.jpg → face_recons/sample/000074.jpg b/sample/000074.jpg → face_recons/sample/000074.jpg
diff --git a/sample/000075.jpg → face_recons/sample/000075.jpg b/sample/000075.jpg → face_recons/sample/000075.jpg
diff --git a/sample/000076.jpg → face_recons/sample/000076.jpg b/sample/000076.jpg → face_recons/sample/000076.jpg
diff --git a/sample/000077.jpg → face_recons/sample/000077.jpg b/sample/000077.jpg → face_recons/sample/000077.jpg
diff --git a/sample/000078.jpg → face_recons/sample/000078.jpg b/sample/000078.jpg → face_recons/sample/000078.jpg
diff --git a/sample/000079.jpg → face_recons/sample/000079.jpg b/sample/000079.jpg → face_recons/sample/000079.jpg
diff --git a/sample/000080.jpg → face_recons/sample/000080.jpg b/sample/000080.jpg → face_recons/sample/000080.jpg
diff --git a/sample/000081.jpg → face_recons/sample/000081.jpg b/sample/000081.jpg → face_recons/sample/000081.jpg
diff --git a/sample/000082.jpg → face_recons/sample/000082.jpg b/sample/000082.jpg → face_recons/sample/000082.jpg
diff --git a/sample/000083.jpg → face_recons/sample/000083.jpg b/sample/000083.jpg → face_recons/sample/000083.jpg
diff --git a/sample/000084.jpg → face_recons/sample/000084.jpg b/sample/000084.jpg → face_recons/sample/000084.jpg
diff --git a/sample/000085.jpg → face_recons/sample/000085.jpg b/sample/000085.jpg → face_recons/sample/000085.jpg
diff --git a/sample/000086.jpg → face_recons/sample/000086.jpg b/sample/000086.jpg → face_recons/sample/000086.jpg
diff --git a/sample/000087.jpg → face_recons/sample/000087.jpg b/sample/000087.jpg → face_recons/sample/000087.jpg
diff --git a/sample/000088.jpg → face_recons/sample/000088.jpg b/sample/000088.jpg → face_recons/sample/000088.jpg
diff --git a/sample/000089.jpg → face_recons/sample/000089.jpg b/sample/000089.jpg → face_recons/sample/000089.jpg
diff --git a/sample/000090.jpg → face_recons/sample/000090.jpg b/sample/000090.jpg → face_recons/sample/000090.jpg
diff --git a/sample/000091.jpg → face_recons/sample/000091.jpg b/sample/000091.jpg → face_recons/sample/000091.jpg
diff --git a/test.py → face_recons/test.py b/test.py → face_recons/test.py
@@ -28,9 +28,11 @@ def print_test():
 
 def print_eigen():  
 	neutral = []
-	for i in range(9):
+	print('Enter path to 7 images below to produce mean face & eigen faces :\n')
+	for i in range(7):
 		i+=1
-		img = im.open(f'sample/00000{i}.jpg').convert('L')
+		p = input('Enter path to test image ' + str(i) + ' : \n')
+		img = im.open(p).convert('L')
 		img = img.resize((58,49), im.ANTIALIAS)
 		img2 = np.array(img).flatten() # vectorization
 		neutral.append(img2)

diff --git a/test/100000.jpg → face_recons/test/100000.jpg b/test/100000.jpg → face_recons/test/100000.jpg
diff --git a/test/200000.jpg → face_recons/test/200000.jpg b/test/200000.jpg → face_recons/test/200000.jpg
diff --git a/test/300000.jpg → face_recons/test/300000.jpg b/test/300000.jpg → face_recons/test/300000.jpg
diff --git a/test/400000.jpg → face_recons/test/400000.jpg b/test/400000.jpg → face_recons/test/400000.jpg
diff --git a/test/500000.jpg → face_recons/test/500000.jpg b/test/500000.jpg → face_recons/test/500000.jpg
diff --git a/train.py → face_recons/train.py b/train.py → face_recons/train.py
diff --git a/pyproject.toml b/pyproject.toml
@@ -0,0 +1,6 @@
+[build-system]
+requires = [
+    "setuptools>=42",
+    "wheel"
+]
+build-backend = "setuptools.build_meta"
diff --git a/sample/000092.jpg b/sample/000092.jpg
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diff --git a/sample/000100.jpg b/sample/000100.jpg