diff --git a/.gitignore b/.gitignore
index 894a44c..ed2b11b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -102,3 +102,9 @@ venv.bak/
 
 # mypy
 .mypy_cache/
+
+# my
+data
+.idea
+media
+
diff --git a/api/__init__.py b/api/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/api/admin.py b/api/admin.py
new file mode 100644
index 0000000..34d5293
--- /dev/null
+++ b/api/admin.py
@@ -0,0 +1,15 @@
+from django.contrib import admin
+
+from .models import Comic, Video
+
+
+class ComicAdmin(admin.ModelAdmin):
+    pass
+
+
+class VideoAdmin(admin.ModelAdmin):
+    pass
+
+
+admin.site.register(Comic, ComicAdmin)
+admin.site.register(Video, VideoAdmin)
diff --git a/api/apps.py b/api/apps.py
new file mode 100644
index 0000000..d87006d
--- /dev/null
+++ b/api/apps.py
@@ -0,0 +1,5 @@
+from django.apps import AppConfig
+
+
+class ApiConfig(AppConfig):
+    name = 'api'
diff --git a/api/exceptions.py b/api/exceptions.py
new file mode 100644
index 0000000..c99a79f
--- /dev/null
+++ b/api/exceptions.py
@@ -0,0 +1,12 @@
+from django.conf import settings
+from rest_framework.exceptions import APIException
+
+
+class FileExtensionError(APIException):
+    status_code = 400
+    default_detail = 'Invalid file extension'
+
+
+class TooLargeFile(APIException):
+    status_code = 400
+    default_detail = f'File cannot be larger than {settings.MAX_FILE_SIZE/1000000} MB'
diff --git a/api/migrations/0001_initial.py b/api/migrations/0001_initial.py
new file mode 100644
index 0000000..2f318f3
--- /dev/null
+++ b/api/migrations/0001_initial.py
@@ -0,0 +1,35 @@
+# Generated by Django 2.0.7 on 2018-07-31 18:43
+
+from django.db import migrations, models
+import django.db.models.deletion
+
+
+class Migration(migrations.Migration):
+
+    initial = True
+
+    dependencies = [
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name='Comic',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('file', models.FileField(upload_to='comic')),
+            ],
+        ),
+        migrations.CreateModel(
+            name='Video',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('file', models.FileField(upload_to='raw_videos')),
+                ('timestamp', models.DateTimeField(auto_now_add=True)),
+            ],
+        ),
+        migrations.AddField(
+            model_name='comic',
+            name='video',
+            field=models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='comic', to='api.Video'),
+        ),
+    ]
diff --git a/api/migrations/__init__.py b/api/migrations/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/api/models.py b/api/models.py
new file mode 100644
index 0000000..2a538fa
--- /dev/null
+++ b/api/models.py
@@ -0,0 +1,28 @@
+import os
+import uuid
+
+import cv2
+from django.core.files import File
+from django.db import models
+
+
+class Video(models.Model):
+    file = models.FileField(blank=False, null=False, upload_to='raw_videos')
+    timestamp = models.DateTimeField(auto_now_add=True)
+
+
+class Comic(models.Model):
+    file = models.FileField(blank=False, null=False, upload_to='comic')
+    video = models.ForeignKey(Video, on_delete=models.CASCADE, related_name='comic')
+
+    @classmethod
+    def create_from_nparray(cls, nparray_file, video):
+        tmp_name = uuid.uuid4()
+        if not os.path.exists('tmp/'):
+            os.makedirs('tmp/')
+        cv2.imwrite(f'tmp/{tmp_name}.png', nparray_file)
+        with open(f'tmp/{tmp_name}.png', mode='rb') as tmp_file:
+            comic_image = File(tmp_file, name=f'{tmp_name}.png')
+            comic = Comic.objects.create(file=comic_image, video=video)
+        os.remove(f'tmp/{tmp_name}.png')
+        return comic
diff --git a/api/serializers.py b/api/serializers.py
new file mode 100644
index 0000000..31f912b
--- /dev/null
+++ b/api/serializers.py
@@ -0,0 +1,19 @@
+from django.conf import settings
+from rest_framework import serializers
+
+from .exceptions import FileExtensionError, TooLargeFile
+from .models import Video
+
+
+class VideoSerializer(serializers.ModelSerializer):
+    class Meta:
+        model = Video
+        fields = ('file', 'timestamp')
+
+    def validate(self, attrs):
+        file = attrs.get('file')
+        if file.name.split('.')[-1] not in settings.PERMITTED_VIDEO_EXTENSIONS:
+            raise FileExtensionError
+        if file.size > settings.MAX_FILE_SIZE:
+            raise TooLargeFile
+        return attrs
diff --git a/api/tests.py b/api/tests.py
new file mode 100644
index 0000000..7ce503c
--- /dev/null
+++ b/api/tests.py
@@ -0,0 +1,3 @@
+from django.test import TestCase
+
+# Create your tests here.
diff --git a/api/urls.py b/api/urls.py
new file mode 100644
index 0000000..c3bb986
--- /dev/null
+++ b/api/urls.py
@@ -0,0 +1,8 @@
+from django.conf.urls import url
+
+from .views import Comixify
+
+
+urlpatterns = [
+    url(r'^$', Comixify.as_view(), name='annotate'),
+]
diff --git a/api/views.py b/api/views.py
new file mode 100644
index 0000000..e524f7f
--- /dev/null
+++ b/api/views.py
@@ -0,0 +1,35 @@
+from rest_framework.parsers import FormParser, MultiPartParser
+from rest_framework.response import Response
+from rest_framework.views import APIView
+
+from comic_layout.comic_layout import LayoutGenerator
+from keyframes.keyframes import KeyFramesExtractor
+from style_transfer.style_transfer import StyleTransfer
+from .models import Video, Comic
+from .serializers import VideoSerializer
+
+
+class Comixify(APIView):
+    parser_classes = (FormParser, MultiPartParser)
+
+    def post(self, request):
+        """
+        Receives video, and returns comic image
+        """
+
+        serializer = VideoSerializer(data=request.data)
+        serializer.is_valid(raise_exception=True)
+
+        video_file = serializer.validated_data['file']
+
+        keyframes = KeyFramesExtractor.get_keyframes(video=video_file)
+        stylized_keyframes = StyleTransfer.get_stylized_frames(frames=keyframes)
+        comic_image = LayoutGenerator.get_layout(frames=stylized_keyframes)
+
+        video = Video.objects.create(file=video_file)
+        comic = Comic.create_from_nparray(comic_image, video)
+        response = {
+            'status_message': 'ok',
+            'comic': comic.file.url,
+        }
+        return Response(response)
diff --git a/backend.env b/backend.env
new file mode 100644
index 0000000..4296764
--- /dev/null
+++ b/backend.env
@@ -0,0 +1,2 @@
+# python
+PYTHONUNBUFFERED=1
diff --git a/comic_layout/__init__.py b/comic_layout/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/comic_layout/admin.py b/comic_layout/admin.py
new file mode 100644
index 0000000..8c38f3f
--- /dev/null
+++ b/comic_layout/admin.py
@@ -0,0 +1,3 @@
+from django.contrib import admin
+
+# Register your models here.
diff --git a/comic_layout/apps.py b/comic_layout/apps.py
new file mode 100644
index 0000000..efc38a0
--- /dev/null
+++ b/comic_layout/apps.py
@@ -0,0 +1,5 @@
+from django.apps import AppConfig
+
+
+class ComicLayoutConfig(AppConfig):
+    name = 'comic_layout'
diff --git a/comic_layout/comic_layout.py b/comic_layout/comic_layout.py
new file mode 100644
index 0000000..c34e5af
--- /dev/null
+++ b/comic_layout/comic_layout.py
@@ -0,0 +1,7 @@
+from PIL import Image
+import cv2
+
+class LayoutGenerator():
+    @staticmethod
+    def get_layout(frames):
+        return cv2.imread('tmp/test.jpg')
diff --git a/comic_layout/migrations/__init__.py b/comic_layout/migrations/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/comic_layout/tests.py b/comic_layout/tests.py
new file mode 100644
index 0000000..7ce503c
--- /dev/null
+++ b/comic_layout/tests.py
@@ -0,0 +1,3 @@
+from django.test import TestCase
+
+# Create your tests here.
diff --git a/db.env b/db.env
new file mode 100644
index 0000000..32facee
--- /dev/null
+++ b/db.env
@@ -0,0 +1,4 @@
+# database
+POSTGRES_USER=postgres
+POSTGRES_PASSWORD=postgres
+POSTGRES_DB=db
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..43245e3
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,50 @@
+version: '3'
+
+services:
+  db:
+    image: postgres:10
+    env_file:
+      - db.env
+    networks:
+      - db_network
+    volumes:
+      - db_volume:/var/lib/postgresql/data
+
+  web:
+    build: .
+    volumes:
+      - .:/comixify
+      - static_volume:/comixify/static
+      - media_volume:/comixify/media
+    networks:
+      - nginx_network
+      - db_network
+    depends_on:
+      - db
+    env_file:
+      - backend.env
+    tty: true
+
+  nginx:
+    image: nginx:1.13
+    ports:
+      - 8080:8080
+    volumes:
+      - ./nginx.conf:/etc/nginx/conf.d/default.conf
+      - static_volume:/comixify/static
+      - media_volume:/comixify/media
+    depends_on:
+      - web
+    networks:
+      - nginx_network
+
+networks:
+  nginx_network:
+    driver: bridge
+  db_network:
+    driver: bridge
+
+volumes:
+  db_volume:
+  static_volume:
+  media_volume:
\ No newline at end of file
diff --git a/dockerfile b/dockerfile
new file mode 100644
index 0000000..7a1d775
--- /dev/null
+++ b/dockerfile
@@ -0,0 +1,12 @@
+FROM python:3.6
+
+RUN mkdir /comixify
+WORKDIR /comixify
+COPY . /comixify
+RUN pip install --upgrade pip && pip install -r requirements.txt
+
+# Port to expose
+EXPOSE 8080
+
+ENTRYPOINT ["sh", "entrypoint.sh"]
+CMD ['start']
\ No newline at end of file
diff --git a/entrypoint.sh b/entrypoint.sh
new file mode 100644
index 0000000..3d5f215
--- /dev/null
+++ b/entrypoint.sh
@@ -0,0 +1,17 @@
+#!/bin/sh
+
+start (){
+    gunicorn --bind :8080 settings.wsgi:application
+}
+
+migrate (){
+    python3 manage.py migrate --noinput
+}
+
+collectstatic (){
+    python3 manage.py collectstatic --clear --no-input
+}
+
+migrate
+collectstatic
+start
diff --git a/keyframes/__init__.py b/keyframes/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/keyframes/admin.py b/keyframes/admin.py
new file mode 100644
index 0000000..8c38f3f
--- /dev/null
+++ b/keyframes/admin.py
@@ -0,0 +1,3 @@
+from django.contrib import admin
+
+# Register your models here.
diff --git a/keyframes/apps.py b/keyframes/apps.py
new file mode 100644
index 0000000..54f72e6
--- /dev/null
+++ b/keyframes/apps.py
@@ -0,0 +1,5 @@
+from django.apps import AppConfig
+
+
+class KeyframesConfig(AppConfig):
+    name = 'keyframes'
diff --git a/keyframes/keyframes.py b/keyframes/keyframes.py
new file mode 100644
index 0000000..4e8d46a
--- /dev/null
+++ b/keyframes/keyframes.py
@@ -0,0 +1,4 @@
+class KeyFramesExtractor():
+    @staticmethod
+    def get_keyframes(video):
+        return []
diff --git a/keyframes/migrations/__init__.py b/keyframes/migrations/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/keyframes/tests.py b/keyframes/tests.py
new file mode 100644
index 0000000..7ce503c
--- /dev/null
+++ b/keyframes/tests.py
@@ -0,0 +1,3 @@
+from django.test import TestCase
+
+# Create your tests here.
diff --git a/manage.py b/manage.py
new file mode 100755
index 0000000..6689145
--- /dev/null
+++ b/manage.py
@@ -0,0 +1,15 @@
+#!/usr/bin/env python
+import os
+import sys
+
+if __name__ == "__main__":
+    os.environ.setdefault("DJANGO_SETTINGS_MODULE", "settings.settings")
+    try:
+        from django.core.management import execute_from_command_line
+    except ImportError as exc:
+        raise ImportError(
+            "Couldn't import Django. Are you sure it's installed and "
+            "available on your PYTHONPATH environment variable? Did you "
+            "forget to activate a virtual environment?"
+        ) from exc
+    execute_from_command_line(sys.argv)
diff --git a/nginx.conf b/nginx.conf
new file mode 100644
index 0000000..8fcfb57
--- /dev/null
+++ b/nginx.conf
@@ -0,0 +1,25 @@
+upstream hello_server {
+    server web:8080;
+}
+
+server {
+   listen 8080;
+   server_name localhost;
+   access_log /var/log/nginx/app.log;
+   error_log  /var/log/nginx/error.log;
+   client_max_body_size 50M;
+    location / {
+        # everything is passed to Gunicorn
+        proxy_pass http://hello_server;
+        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+        proxy_set_header Host $host;
+        proxy_redirect off;
+    }
+    location /static/ {
+        alias /comixify/static/;
+    }
+
+    location /media/ {
+        alias /comixify/media/;
+    }
+}
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..6a99bc6
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,9 @@
+Django==2.0.7
+django-rest-framework==0.1.0
+djangorestframework==3.8.2
+gunicorn==19.9.0
+numpy==1.15.0
+opencv-python==3.4.2.17
+Pillow==5.2.0
+psycopg2==2.7.5
+pytz==2018.5
diff --git a/settings/__init__.py b/settings/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/settings/settings.py b/settings/settings.py
new file mode 100644
index 0000000..7601f6d
--- /dev/null
+++ b/settings/settings.py
@@ -0,0 +1,137 @@
+"""
+Django settings for comixify project.
+
+Generated by 'django-admin startproject' using Django 2.0.7.
+
+For more information on this file, see
+https://docs.djangoproject.com/en/2.0/topics/settings/
+
+For the full list of settings and their values, see
+https://docs.djangoproject.com/en/2.0/ref/settings/
+"""
+
+import os
+
+# Build paths inside the project like this: os.path.join(BASE_DIR, ...)
+BASE_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+
+
+# Quick-start development settings - unsuitable for production
+# See https://docs.djangoproject.com/en/2.0/howto/deployment/checklist/
+
+# SECURITY WARNING: keep the secret key used in production secret!
+SECRET_KEY = 'secret_123'
+
+# SECURITY WARNING: don't run with debug turned on in production!
+DEBUG = True
+
+ALLOWED_HOSTS = []
+
+
+# Application definition
+
+INSTALLED_APPS = [
+    'django.contrib.admin',
+    'django.contrib.auth',
+    'django.contrib.contenttypes',
+    'django.contrib.sessions',
+    'django.contrib.messages',
+    'django.contrib.staticfiles',
+    'rest_framework',
+    'api',
+    'style_transfer',
+    'comic_layout',
+]
+
+MIDDLEWARE = [
+    'django.middleware.security.SecurityMiddleware',
+    'django.contrib.sessions.middleware.SessionMiddleware',
+    'django.middleware.common.CommonMiddleware',
+    'django.middleware.csrf.CsrfViewMiddleware',
+    'django.contrib.auth.middleware.AuthenticationMiddleware',
+    'django.contrib.messages.middleware.MessageMiddleware',
+    'django.middleware.clickjacking.XFrameOptionsMiddleware',
+]
+
+ROOT_URLCONF = 'settings.urls'
+
+TEMPLATES = [
+    {
+        'BACKEND': 'django.template.backends.django.DjangoTemplates',
+        'DIRS': [],
+        'APP_DIRS': True,
+        'OPTIONS': {
+            'context_processors': [
+                'django.template.context_processors.debug',
+                'django.template.context_processors.request',
+                'django.contrib.auth.context_processors.auth',
+                'django.contrib.messages.context_processors.messages',
+            ],
+        },
+    },
+]
+
+WSGI_APPLICATION = 'settings.wsgi.application'
+
+
+# Database
+# https://docs.djangoproject.com/en/2.0/ref/settings/#databases
+
+DATABASES = {
+    'default': {
+        'ENGINE': 'django.db.backends.postgresql_psycopg2',
+        'NAME': 'postgres',
+        'USER': 'postgres',
+        'HOST': 'db',
+        'PORT': '5432',
+        'PASSWORD': 'postgres',
+        'CONN_MAX_AGE': 60,
+    }
+}
+
+
+# Password validation
+# https://docs.djangoproject.com/en/2.0/ref/settings/#auth-password-validators
+
+AUTH_PASSWORD_VALIDATORS = [
+    {
+        'NAME': 'django.contrib.auth.password_validation.UserAttributeSimilarityValidator',
+    },
+    {
+        'NAME': 'django.contrib.auth.password_validation.MinimumLengthValidator',
+    },
+    {
+        'NAME': 'django.contrib.auth.password_validation.CommonPasswordValidator',
+    },
+    {
+        'NAME': 'django.contrib.auth.password_validation.NumericPasswordValidator',
+    },
+]
+
+
+# Internationalization
+# https://docs.djangoproject.com/en/2.0/topics/i18n/
+
+LANGUAGE_CODE = 'en-us'
+
+TIME_ZONE = 'UTC'
+
+USE_I18N = True
+
+USE_L10N = True
+
+USE_TZ = True
+
+
+# Static files (CSS, JavaScript, Images)
+# https://docs.djangoproject.com/en/2.0/howto/static-files/
+
+STATIC_URL = '/static/'
+STATIC_ROOT = os.path.join(BASE_DIR, 'static')
+
+MEDIA_URL = '/media/'
+MEDIA_ROOT = os.path.join(BASE_DIR, 'media')
+
+
+PERMITTED_VIDEO_EXTENSIONS = ['mp4', 'avi']
+MAX_FILE_SIZE = 50000000
diff --git a/settings/urls.py b/settings/urls.py
new file mode 100644
index 0000000..8f4db0f
--- /dev/null
+++ b/settings/urls.py
@@ -0,0 +1,29 @@
+"""comixify URL Configuration
+
+The `urlpatterns` list routes URLs to views. For more information please see:
+    https://docs.djangoproject.com/en/2.0/topics/http/urls/
+Examples:
+Function views
+    1. Add an import:  from my_app import views
+    2. Add a URL to urlpatterns:  path('', views.home, name='home')
+Class-based views
+    1. Add an import:  from other_app.views import Home
+    2. Add a URL to urlpatterns:  path('', Home.as_view(), name='home')
+Including another URLconf
+    1. Import the include() function: from django.urls import include, path
+    2. Add a URL to urlpatterns:  path('blog/', include('blog.urls'))
+"""
+from django.conf import settings
+from django.conf.urls import include
+from django.conf.urls.static import static
+from django.contrib import admin
+from django.contrib.staticfiles.urls import staticfiles_urlpatterns
+from django.urls import path
+
+urlpatterns = [
+    path('admin/', admin.site.urls),
+    path(r'comixify/', include('api.urls')),
+]
+
+urlpatterns += staticfiles_urlpatterns()
+urlpatterns += static(settings.MEDIA_URL, document_root=settings.MEDIA_ROOT)
diff --git a/settings/wsgi.py b/settings/wsgi.py
new file mode 100644
index 0000000..cd9ee22
--- /dev/null
+++ b/settings/wsgi.py
@@ -0,0 +1,16 @@
+"""
+WSGI config for comixify project.
+
+It exposes the WSGI callable as a module-level variable named ``application``.
+
+For more information on this file, see
+https://docs.djangoproject.com/en/2.0/howto/deployment/wsgi/
+"""
+
+import os
+
+from django.core.wsgi import get_wsgi_application
+
+os.environ.setdefault("DJANGO_SETTINGS_MODULE", "settings.settings")
+
+application = get_wsgi_application()
diff --git a/style_transfer/__init__.py b/style_transfer/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/style_transfer/admin.py b/style_transfer/admin.py
new file mode 100644
index 0000000..8c38f3f
--- /dev/null
+++ b/style_transfer/admin.py
@@ -0,0 +1,3 @@
+from django.contrib import admin
+
+# Register your models here.
diff --git a/style_transfer/apps.py b/style_transfer/apps.py
new file mode 100644
index 0000000..6203570
--- /dev/null
+++ b/style_transfer/apps.py
@@ -0,0 +1,5 @@
+from django.apps import AppConfig
+
+
+class StyleTransferConfig(AppConfig):
+    name = 'style_transfer'
diff --git a/style_transfer/migrations/__init__.py b/style_transfer/migrations/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/style_transfer/style_transfer.py b/style_transfer/style_transfer.py
new file mode 100644
index 0000000..0f34a89
--- /dev/null
+++ b/style_transfer/style_transfer.py
@@ -0,0 +1,4 @@
+class StyleTransfer():
+    @staticmethod
+    def get_stylized_frames(frames):
+        return frames
diff --git a/style_transfer/tests.py b/style_transfer/tests.py
new file mode 100644
index 0000000..7ce503c
--- /dev/null
+++ b/style_transfer/tests.py
@@ -0,0 +1,3 @@
+from django.test import TestCase
+
+# Create your tests here.
diff --git a/tmp/test.jpg b/tmp/test.jpg
new file mode 100644
index 0000000..68cc421
Binary files /dev/null and b/tmp/test.jpg differ
diff --git a/tmp/test.mp4 b/tmp/test.mp4
new file mode 100644
index 0000000..c5ead95
Binary files /dev/null and b/tmp/test.mp4 differ
diff --git a/tmp/test2.mp4 b/tmp/test2.mp4
new file mode 100644
index 0000000..c4e66d0
Binary files /dev/null and b/tmp/test2.mp4 differ