Face identification

People_ify/People_ify/settings.py

@@ -60,7 +60,10 @@
         'DIRS': [],  # os.path.join(BASE_DIR, 'templates/jinja2'), ],
         'APP_DIRS': True,
         'OPTIONS': {
-        'environment': 'People_ify.jinja2.environment'
+        'environment': 'People_ify.jinja2.environment',
+        'context_processors': [
+
+        ],
         },
     },
     {
@@ -140,4 +143,7 @@
 
 STATIC_ROOT = os.path.join(BASE_DIR, 'staticfiles')  # name of directory is staticfiles 
 
-# STATICFILES_STORAGE = 'whitenoise.storage.CompressedManifestStaticFileStorage'
+# STATICFILES_STORAGE = 'whitenoise.storage.CompressedManifestStaticFileStorage'
+
+MEDIA_URL = '/media/'
+MEDIA_ROOT = os.path.join(BASE_DIR, 'media')

People_ify/People_ify/urls.py

@@ -19,5 +19,5 @@
 urlpatterns = [
     path('admin/', admin.site.urls),
     path('', include('login_auth.urls')),
-    path('album_collection/<int:userid>', include('album_collection.urls'))
+    path('album_collection/', include('album_collection.urls')),
 ]

People_ify/album_collection/face_identify.py

@@ -0,0 +1,126 @@
+# <snippet_imports>
+import asyncio, io, glob, os, sys, time, uuid, requests, shutil, random
+from urllib.parse import urlparse
+from io import BytesIO
+from PIL import Image, ImageDraw
+from azure.cognitiveservices.vision.face import FaceClient
+from msrest.authentication import CognitiveServicesCredentials
+from azure.cognitiveservices.vision.face.models import TrainingStatusType, Person, SnapshotObjectType, OperationStatusType
+from django.conf import settings
+from .models import FolderName, Person_Group, Person_Group_Person
+
+KEY = os.environ['FACE_SUBSCRIPTION_KEY']
+
+ENDPOINT = 'https://centralindia.api.cognitive.microsoft.com/'
+
+face_client = FaceClient(ENDPOINT, CognitiveServicesCredentials(KEY))
+# </snippet_auth>
+
+#print("started")
+
+# <snippet_persongroup_create>
+
+# Create empty Person Group. Person Group ID must be lower case, alphanumeric, and/or with '-', '_'.
+#print('Person group:', PERSON_GROUP_ID)
+# PERSON_GROUP_ID = 'my-unique-person-group-9'
+# face_client.person_group.create(person_group_id=PERSON_GROUP_ID, name=PERSON_GROUP_ID)
+
+def main(PERSON_GROUP_ID):
+	# PERSON_GROUP_ID = PERSON_GROUP_ID.lower()
+	print(PERSON_GROUP_ID)
+	# i=0
+	d={}
+
+	test_folder = settings.BASE_DIR + "/media/"
+	sample_images = [f for f in os.listdir(test_folder) if os.path.isfile(os.path.join(test_folder, f))]
+	image_paths = []
+	for j in sample_images:
+		x = test_folder + j
+		image_paths.append(x)
+
+	for group_photo in image_paths:
+		image = open(group_photo, 'r+b')
+
+		# Detect faces
+		face_ids = []
+		faces = face_client.face.detect_with_stream(image)
+		# time.sleep(60)
+		for face in faces:
+		    face_ids.append(face.face_id)
+
+		results = face_client.face.identify(face_ids, PERSON_GROUP_ID)
+
+		if not results:
+			miscdirc = settings.BASE_DIR + "/static/" + PERSON_GROUP_ID + "/" + "Miscellaneous"
+			os.makedirs(miscdirc)
+			shutil.move(group_photo, miscdirc)
+			# continue
+			mis = Person_Group_Person(pg_id=PERSON_GROUP_ID, pgp_name="miscellaneous", person_id="0000000")  # change
+			mis.save()
+
+		for person in results:
+			if len(person.candidates)>0: #Face has been matched
+
+				my_image = open(group_photo, 'r+b')
+				face_client.person_group_person.add_face_from_stream(PERSON_GROUP_ID, person.candidates[0].person_id, my_image)
+
+				p_name = Person_Group_Person.objects.get(person_id=person.candidates[0].person_id)  # change
+				f_name = FolderName.objects.get(pgp_id=p_name)
+				# per = Person_Group_Person(pg_id=PERSON_GROUP_ID, pgp_name="", person_id=person.candidates[0].person_id)  
+
+				#print('The person belongs to {}'.format(d[person.candidates[0].person_id]))
+				userdirc = settings.BASE_DIR + "/static/" + PERSON_GROUP_ID + "/" + f_name.folder_name
+				shutil.move(group_photo, userdirc)
+			else: #Face not matched so create a new person group person
+				i = int()
+				while True:
+					try:
+						i = random.randint(0, 1000)
+						x = FolderName.objects.get(folder_name="New_FACE"+str(i))
+					except:
+						break
+				#creating a new person group person
+				my_image_2 = open(group_photo, 'r+b')
+				new_face = face_client.person_group_person.create(PERSON_GROUP_ID, "New_FACE"+str(i))
+
+				p = Person_Group.objects.get(pg_name=PERSON_GROUP_ID)
+				per = Person_Group_Person(pg_id=p, pgp_name="New_FACE"+str(i), person_id=new_face.person_id)  # change
+				per.save()
+				try:
+					face_client.person_group_person.add_face_from_stream(PERSON_GROUP_ID, new_face.person_id, my_image_2)
+				except:
+					pass
+				userdirc = settings.BASE_DIR + "/static/" + PERSON_GROUP_ID + "/" + "New_FACE"+str(i)
+				os.makedirs(userdirc)
+
+				fname = FolderName(pg_id=per.pg_id, pgp_id=per, folder_name="New_FACE"+str(i), folder_path=userdirc)  # change
+				fname.save()
+
+				shutil.move(group_photo, userdirc)
+
+
+
+
+
+			#print('Training the person group AGAIN...')
+
+				# Train the person group AGAIN
+			face_client.person_group.train(PERSON_GROUP_ID)
+
+			while (True):
+				training_status = face_client.person_group.get_training_status(PERSON_GROUP_ID)
+				#print("Training status: {}.".format(training_status.status))
+				if (training_status.status is TrainingStatusType.succeeded):
+					break
+				elif (training_status.status is TrainingStatusType.failed):
+					sys.exit('Training the person group has failed.')
+				time.sleep(5)
+		image.close()
+		#os.remove(group_photo)
+
+	# </snippet_identify>
+	# sudo -u postgres psql postgres
+
+
+if __name__ == "__main__":
+	main()

People_ify/album_collection/jinja2/album_collection/collection.html

@@ -1,10 +1,48 @@
-{% extends layout.html %}
+{% extends "album_collection/layout.html" %}
 {% block title %} My Albums {% endblock %}
 {% block style %}
-    <link rel="stylesheet" href="{{ url_for('static/login_auth', filename='index_stl.css') }}">
-    <script src="{{ url_for('static/login_auth', filename='index.js') }}"></script>
+    <link rel="stylesheet" href="{{ static('album_collection/css/collection.css') }}">
+    <script src="{{ static('album_collection/js/collection.js') }}"></script>
 {% endblock %}
 
 {% block body %}
-    <h1>Hello, World!</h1>
+    <div class="row">
+        <div class="col-md-4">
+                {{ uname }}
+        </div>
+        <div class="col-md-8"></div>
+    </div> 
+    <div class="row">
+        <div class="col-md-3"><br></div>
+        <div class="col-md-6">
+            <br>
+            <table class="table table-striped"><!--  -->
+                <thead class="thead-dark">
+                    <tr>
+                        <th scope="col">S.No.</th>
+                        <th scope="col">Folder Name</th>
+                     </tr>
+                </thead>
+                <tbody>                        
+                    {% for res in folders %}
+                        <tr>
+                            <th scope="row"> {{ res }} </th>
+                            <td> <a href="{{ url('view_folder', args=[res]) }}"> <!--, folder_name=res-->
+                                    <button type="button" class="btn btn-secondary"> Review </button>
+                                 </a>
+                            </td> 
+                        </tr>                               
+                    {% endfor %}                        
+                </tbody>
+              </table>     
+        </div>          
+        <div class="col-md-3">
+            <a href="{{ url('upload', args=[uname]) }}"> <!--, folder_name=res-->
+                <button type="button" class="btn btn-secondary"> Upload </button>
+            </a><br><br>
+            <a href="{{ url('review_view', args=[uname]) }}"> <!--, folder_name=res-->
+                <button type="button" class="btn btn-secondary"> Review </button>
+            </a>
+        </div>       
+    </div>
 {% endblock %}

People_ify/album_collection/jinja2/album_collection/folder_view.html

@@ -0,0 +1,16 @@
+{% extends "album_collection/layout.html" %}
+{% block title %} My Albums {% endblock %}
+{% block style %}
+    <link rel="stylesheet" href="{{ static('album_collection/css/folder_view.css') }}">
+    <script src="{{ static('album_collection/js/folder_view.js') }}"></script>
+{% endblock %}
+
+{% block body %}
+    <div class="row">
+        {% for i in images %}
+            <img src="{{ static(i) }}" alt="A" style="width: 100%; " />  
+        {% else %}
+            No images
+        {% endfor %}
+    </div>
+{% endblock %}

People_ify/album_collection/jinja2/album_collection/layout.html

@@ -4,7 +4,9 @@
         <title>
             {% block title %} {% endblock %}
         </title> 
-        <script src="https://code.jquery.com/jquery-3.3.1.slim.min.js" integrity="sha384-q8i/X+965DzO0rT7abK41JStQIAqVgRVzpbzo5smXKp4YfRvH+8abtTE1Pi6jizo" crossorigin="anonymous"></script>
+        <script type="module" src="https://cdn.jsdelivr.net/npm/js-cookie@beta/dist/js.cookie.min.mjs"></script> <!--new line for Cookie-->
+        <script src="https://cdn.jsdelivr.net/npm/js-cookie@beta/dist/js.cookie.min.js"></script> <!--new line for Cookie-->
+        <script src="https://code.jquery.com/jquery-3.3.1.min.js"></script>
         <script src="https://cdnjs.cloudflare.com/ajax/libs/popper.js/1.14.7/umd/popper.min.js" integrity="sha384-UO2eT0CpHqdSJQ6hJty5KVphtPhzWj9WO1clHTMGa3JDZwrnQq4sF86dIHNDz0W1" crossorigin="anonymous"></script>
         <script src="https://stackpath.bootstrapcdn.com/bootstrap/4.3.1/js/bootstrap.min.js" integrity="sha384-JjSmVgyd0p3pXB1rRibZUAYoIIy6OrQ6VrjIEaFf/nJGzIxFDsf4x0xIM+B07jRM" crossorigin="anonymous"></script>
         <link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.3.1/css/bootstrap.min.css" integrity="sha384-ggOyR0iXCbMQv3Xipma34MD+dH/1fQ784/j6cY/iJTQUOhcWr7x9JvoRxT2MZw1T" crossorigin="anonymous">

People_ify/album_collection/jinja2/album_collection/review.html

@@ -0,0 +1,79 @@
+{% extends "album_collection/layout.html" %}
+{% block title %} My Albums {% endblock %}
+{% block style %}
+    <link rel="stylesheet" href="{{ static('album_collection/css/folder_view.css') }}">
+    <script src="{{ static('album_collection/js/folder_view.js') }}"></script>
+{% endblock %}
+
+{% block body %}
+
+    <nav class="navbar navbar-expand-lg navbar-dark bg-dark">
+        <a class="navbar-brand" href="#">Review Worm</a>
+        <button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#navbarNavAltMarkup" aria-controls="navbarNavAltMarkup" aria-expanded="false" aria-label="Toggle navigation">
+          <span class="navbar-toggler-icon"></span>
+        </button>
+        <div class="collapse navbar-collapse" id="navbarNavAltMarkup">
+          <div class="navbar-nav">
+            <a class="nav-item nav-link active" href="{{ url('logout_view') }}" method="POST"> Logout <span class="sr-only">(current)</span></a>
+          </div>
+        </div>
+    </nav>
+
+    <div class="row" id="review">
+        <div class="col-md-3"><br></div>
+        <div class="col-md-6">
+            <div class="col-md-6" id="bocx">
+                <form action="{{ url('review_view', args=[uname]) }}" method="POST"> {{ csrf_input }}
+                    <div class="form-group">
+                        <label for="rate">Rating out of 5:</label>
+                        <select class="form-control" name="rate">
+                            {% for star in stars %}
+                                <option value="{{ star }}">{{ star }}</option>
+                            {% endfor %}
+                        </select>
+                    </div>
+                    <div class="form-group">
+                        <label for="revw">Your Review</label>
+                        <input type="text" name="revw" placeholder="Type your review">
+                    </div>
+                    <div class="form-group">
+                        <button class="btn btn-primary">Submit Review</button>
+                    </div>                    
+                </form>
+            </div>
+        </div>
+        <div class="col-md-3"><br></div>
+    </div>
+    <br>
+    <div class="row">
+        <div class="col-md-3"><br></div>
+        <table class="table table-striped">
+            <thead class="thead-dark">
+                <tr>       
+                    <th scope="col">Review No.:</th>                     
+                    <th scope="col">User:</th>
+                    <th scope="col">Rating:</th>
+                    <th scope="col">Review:</th>
+                </tr>
+            </thead>  
+            <tbody>                           
+                    {% for r in result %}
+                    <tr>
+                        <td> {{ r.rev_id }} </td>
+                        <td> {{ r.pg_id.pg_id}} </td>
+                        <td> {{ r.rev_star }} </td>
+                        <td> {{ r.review }} </td>
+                    </tr>
+                    {% else %}   
+                    <tr>
+                        <td></td>
+                        <td> <p>No Reviews</p> </td> 
+                        <td></td>
+                        <td></td>
+                    </tr>
+                    {% endfor %}                 
+            </tbody>          
+        </table>
+    </div>
+
+{% endblock %}

People_ify/album_collection/jinja2/album_collection/upload.html

@@ -0,0 +1,20 @@
+{% extends "album_collection/layout.html" %}
+{% block title %} My Albums {% endblock %}
+{% block style %}
+    <link rel="stylesheet" href="{{ static('album_collection/css/upload.css') }}">
+    <script src="{{ static('album_collection/js/upload.js') }}"></script>
+{% endblock %}
+
+{% block body %}
+    <div >
+        <form id="fileform" class="form-inline" enctype="multipart/form-data" action="{{ url('upload', args=[uname]) }}" method="POST"> {{ csrf_input }}
+            <fieldset>
+                <h5>Select a file:</h5>
+                <input name="myfile" type="file">
+            </fieldset>
+            <fieldset>
+                <input class="btn btn-lg btn-dark btn-block b1" type=submit value=Upload>
+            </fieldset>
+        </form>
+    </div>
+{% endblock %}

People_ify/album_collection/migrations/0001_initial.py

@@ -0,0 +1,55 @@
+# Generated by Django 2.2.7 on 2019-11-14 13:32
+
+from django.db import migrations, models
+import django.db.models.deletion
+
+
+class Migration(migrations.Migration):
+
+    initial = True
+
+    dependencies = [
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name='Person_Group',
+            fields=[
+                ('pg_id', models.AutoField(primary_key=True, serialize=False)),
+                ('pg_name', models.CharField(max_length=128)),
+            ],
+        ),
+        migrations.CreateModel(
+            name='Person_Group_Person',
+            fields=[
+                ('pgp_id', models.AutoField(primary_key=True, serialize=False)),
+                ('pgp_name', models.CharField(max_length=128)),
+                ('pg_id', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='album_collection.Person_Group')),
+            ],
+            options={
+                'unique_together': {('pgp_id', 'pg_id')},
+            },
+        ),
+        migrations.CreateModel(
+            name='FolderName',
+            fields=[
+                ('f_id', models.AutoField(primary_key=True, serialize=False)),
+                ('folder_name', models.CharField(max_length=128)),
+                ('folder_path', models.TextField()),
+                ('pg_id', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='album_collection.Person_Group')),
+                ('pgp_id', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='album_collection.Person_Group_Person')),
+            ],
+        ),
+        migrations.CreateModel(
+            name='Review',
+            fields=[
+                ('rev_id', models.AutoField(primary_key=True, serialize=False)),
+                ('review', models.TextField()),
+                ('rev_star', models.IntegerField()),
+                ('pg_id', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='album_collection.Person_Group')),
+            ],
+            options={
+                'unique_together': {('rev_id', 'pg_id')},
+            },
+        ),
+    ]