create django structure

data/admin.py

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+from django.contrib import admin
+
+# Register your models here.

data/apps.py

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+from django.apps import AppConfig
+
+
+class DataConfig(AppConfig):
+    default_auto_field = 'django.db.models.BigAutoField'
+    name = 'data'

data/data.py

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+
+member_details = {
+                    "munna": {
+                        "Name": "Arifur Rahman Munna",
+                        "Designation": "Technology Manager",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "arif@hedigital.tech",
+                        "Concact Number": "+8801571322757",
+                        "Joining Date": "Aug-21",
+                        "Date of Birth": "25-Dec",
+                        "Blood Group": "O+",
+                        "Linkedin": "https://www.linkedin.com/in/munnasorder/"
+                    },
+                    "rakib": {
+                        "Name": "Md.Rakibul Hasan Naym",
+                        "Designation": "Junior AI Engineer",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "naym.mj@gmail.com",
+                        "Concact Number": "+8801638830165",
+                        "Joining Date": "Mar-23",
+                        "Date of Birth": "5-Jun",
+                        "Blood Group": "A+",
+                        "Linkedin": "https://www.linkedin.com/in/md-rakibul-hasan-naym-625263229/"
+                    },
+                    "sakib": {
+                        "Name": "Mahbubul Hasan Sakib",
+                        "Designation": "Jr. Software Engineer(Node js)",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "mahbubulhasan179@gmail.com",
+                        "Concact Number": "+8801812346095",
+                        "Joining Date": "May-23",
+                        "Date of Birth": "4-Aug",
+                        "Blood Group": "O+",
+                        "Linkedin": "https://www.linkedin.com/in/mhsakib29/"
+                    },
+                    "shahadat": {
+                        "Name": "Md. Shahadot Hossain",
+                        "Designation": "Jr. React Native Developer",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "shahadotrahat786@gmail.com",
+                        "Concact Number": "+8801775020582",
+                        "Joining Date": "Jun-23",
+                        "Date of Birth": "6-Feb",
+                        "Blood Group": "B+",
+                        "Linkedin": "https://www.linkedin.com/in/shahadot786/"
+                    },
+                    "minhaz": {
+                        "Name": "S.M. Minhazul Abedin Shouhug",
+                        "Designation": "Jr. React Native Developer",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "minhazulabedin44@gmail.com",
+                        "Concact Number": "+880182411744",
+                        "Joining Date": "Jun-23",
+                        "Date of Birth": "1-Jan",
+                        "Blood Group": "B+",
+                        "Linkedin": "https://www.linkedin.com/in/minhaz19/"
+                    },
+                    "himel": {
+                        "Name": "Mehedi Mohammad Himel",
+                        "Designation": "Junior AI Engineer",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "himel@hedigital.tech",
+                        "Concact Number": "+8801841021211",
+                        "Joining Date": "Jun-23",
+                        "Date of Birth": "20-Mar",
+                        "Blood Group": "B+",
+                        "Linkedin": "https://www.linkedin.com/in/mm-himel/"
+                    },
+                    "ferdous": {
+                        "Name": "Mirza Ferdous Ohid",
+                        "Designation": "Managing Director & CEO",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "ferdous@hedigital.tech",
+                        "Concact Number": "+8801711081888",
+                        "Joining Date": "****",
+                        "Date of Birth": "21-July",
+                        "Blood Group": "O+",
+                        "Linkedin": "https://www.linkedin.com/in/mirza-ferdous-ohid-70b16236/"
+                    },
+                    "aiyub": {
+                        "Name": "Md. Aiyubali",
+                        "Designation": "Jr. AI Engineer",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "aiyub@hedigital.tech",
+                        "Concact Number": "01650027810",
+                        "Joining Date": "2-Dec-23",
+                        "Date of Birth": "4-Jan-1999",
+                        "Blood Group": "O+",
+                        "Linkedin": ""
+                    },
+                    "shanin": {
+                        "Name": "Md Shakhawat Hossain",
+                        "Designation": "Jr. AI Engineer",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "shanin@hedigital.tech",
+                        "Concact Number": "01778198423",
+                        "Joining Date": "15-Jan-2023",
+                        "Date of Birth": "15-Jun-2001",
+                        "Blood Group": "AB+",
+                        "Linkedin": ""
+                    },
+                    "walid": {
+                        "Name": "Walid Al Hasan",
+                        "Designation": "Intern",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "walid@hedigital.tech",
+                        "Concact Number": "01792103884",
+                        "Joining Date": "3-Feb-2024",
+                        "Date of Birth": "25-May-2000",
+                        "Blood Group": "A+",
+                        "Linkedin": ""
+                    },
+                    "jony": {
+                        "Name": "Md Razikul Islam Jony",
+                        "Designation": "Jr. Frontend Developer",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "razikuljoni@gmail.com",
+                        "Concact Number": "01623208660",
+                        "Joining Date": "11-Feb-2024",
+                        "Date of Birth": "24-Oct-2001",
+                        "Blood Group": "B+",
+                        "Linkedin": ""
+                    },
+                    "waliullah": {
+                        "Name": "Md Ollullah Sardar",
+                        "Designation": "Jr. Backend Developer",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "oliullah@hedigital.tech",
+                        "Concact Number": "01643616707",
+                        "Joining Date": "2-Mar-2024",
+                        "Date of Birth": "20-Jun-1998",
+                        "Blood Group": "O+",
+                        "Linkedin": ""
+                    },
+                    "sajal": {
+                        "Name": "Mohammad Assaduzzaman",
+                        "Designation": "Asst. Manager",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "sajal@hedigital.tech",
+                        "Concact Number": "01321119233",
+                        "Joining Date": "17-Jan-2020",
+                        "Date of Birth": "24-Feb-1993",
+                        "Blood Group": "O+",
+                        "Linkedin": ""
+                    },
+                    "deba": {
+                        "Name": "Deba Prasad Mistry",
+                        "Designation": "",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "deba.hedigital@gmail.com",
+                        "Concact Number": "01795807053",
+                        "Joining Date": "10-Jan-2020",
+                        "Date of Birth": "29-Dec-1995",
+                        "Blood Group": "B+",
+                        "Linkedin": ""
+                    },
+                    "nayem": {
+                        "Name": "Saidul Alam Nayem",
+                        "Designation": "Asst. Manager",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "nayem@hedigital.tech",
+                        "Concact Number": "01321119224",
+                        "Joining Date": "8-Jul-2020",
+                        "Date of Birth": "29-Jan-1995",
+                        "Blood Group": "AB+",
+                        "Linkedin": ""
+                    },
+                    "rasel": {
+                        "Name": "Rasedul Islam Rasel",
+                        "Designation": "Senior Executive",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "rasel@hedigital.tech",
+                        "Concact Number": "rasel@hedigital.tech",
+                        "Joining Date": "10-Jan-2021",
+                        "Date of Birth": "9-Jan-1994",
+                        "Blood Group": "B+",
+                        "Linkedin": ""
+                    },
+                    "sagor": {
+                        "Name": "Md Mizanur Rahman Sagor",
+                        "Designation": "Executive",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "Sagor@hedigital.tech",
+                        "Concact Number": "01892479942",
+                        "Joining Date": "2-Dec-2023",
+                        "Date of Birth": "24-Apr-1997",
+                        "Blood Group": "O+",
+                        "Linkedin": ""
+                    },
+                    "tapan": {
+                        "Name": "Tapan Sutradhar",
+                        "Designation": "",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "tapan@hedigital.tech",
+                        "Concact Number": "01721 294453",
+                        "Joining Date": "23-Jul-2020",
+                        "Date of Birth": "22-Dec-1996",
+                        "Blood Group": "B+",
+                        "Linkedin": ""
+                    },
+                    "imran": {
+                        "Name": "Md Imran Hossain",
+                        "Designation": "Junior Executive",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "Imran@hedigital.tech",
+                        "Concact Number": "01329709023",
+                        "Joining Date": "2-Mar-2024",
+                        "Date of Birth": "29-Jul-1997",
+                        "Blood Group": "B+",
+                        "Linkedin": ""
+                    },
+                    "sabuj": {
+                        "Name": "Fakir Rabiul Islam",
+                        "Designation": "Executive ",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "rabuil.bght@gmail.com",
+                        "Concact Number": "01722555199",
+                        "Joining Date": "16-Nov-2023",
+                        "Date of Birth": "6-Jun-1989",
+                        "Blood Group": "A+",
+                        "Linkedin": ""
+                    },
+                    "rahmat": {
+                        "Name": "Md. Rahmat Ali",
+                        "Designation": "Executive ",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "rahmat@hedigital.tech",
+                        "Concact Number": "01321119231",
+                        "Joining Date": "12-Jan-2021",
+                        "Date of Birth": "12-Oct-1999",
+                        "Blood Group": "B+",
+                        "Linkedin": ""
+                    },
+                    "aymun": {
+                        "Name": "Aymun Khan",
+                        "Designation": "Executive ",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "ayman@hedigital.tech",
+                        "Concact Number": "01329709025",
+                        "Joining Date": "2-Jul-2023",
+                        "Date of Birth": "31-May-1997",
+                        "Blood Group": "O+",
+                        "Linkedin": ""
+                    },
+                    "nadim": {
+                        "Name": "Nadim Ahmmed",
+                        "Designation": "Executive ",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "nadim@hedigital.tech",
+                        "Concact Number": "01792303497",
+                        "Joining Date": "10-Jan-2020",
+                        "Date of Birth": "20-Sep-1995",
+                        "Blood Group": "B+",
+                        "Linkedin": ""
+                    },
+                    "tahmid": {
+                        "Name": "Md Tahmidur Rahman",
+                        "Designation": "Executive ",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "tahmid@hedigital.tech",
+                        "Concact Number": "01750796337",
+                        "Joining Date": "12-Jan-2021",
+                        "Date of Birth": "24-Sep-1997",
+                        "Blood Group": "B+",
+                        "Linkedin": ""
+                    },
+                    "adnan": {
+                        "Name": "M. A. Adnan",
+                        "Designation": "Junior Executive",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "adnan@hedigital.tech",
+                        "Concact Number": "01959225011",
+                        "Joining Date": "15-Feb-2024",
+                        "Date of Birth": "01 June 1995",
+                        "Blood Group": "A+",
+                        "Linkedin": ""
+                    },
+                    "saidul": {
+                        "Name": "Saidul Alam Sarker",
+                        "Designation": "",
+                        "Organization": "HawkEyes Digital Monitoring Limited",
+                        "E-mail": "",
+                        "Concact Number": "",
+                        "Joining Date": "",
+                        "Date of Birth": "",
+                        "Blood Group": "",
+                        "Linkedin": ""
+                    }
+                }

data/models.py

@@ -0,0 +1,3 @@
+from django.db import models
+
+# Create your models here.

data/tests.py

@@ -0,0 +1,3 @@
+from django.test import TestCase
+
+# Create your tests here.

data/views.py

@@ -0,0 +1,3 @@
+from django.shortcuts import render
+
+# Create your views here.

manage.py

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+#!/usr/bin/env python
+"""Django's command-line utility for administrative tasks."""
+import os
+import sys
+
+
+def main():
+    """Run administrative tasks."""
+    os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'myproject.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)
+
+
+if __name__ == '__main__':
+    main()

model/admin.py

@@ -0,0 +1,3 @@
+from django.contrib import admin
+
+# Register your models here.

model/apps.py

@@ -0,0 +1,6 @@
+from django.apps import AppConfig
+
+
+class ModelConfig(AppConfig):
+    default_auto_field = 'django.db.models.BigAutoField'
+    name = 'model'

model/faceModel.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26362c28745a6d1b6040f46f56830c40ba159cff779424526d1470142e3b73ce
+size 195280017

model/models.py

@@ -0,0 +1,3 @@
+from django.db import models
+
+# Create your models here.

model/tests.py

@@ -0,0 +1,3 @@
+from django.test import TestCase
+
+# Create your tests here.

model/views.py

@@ -0,0 +1,3 @@
+from django.shortcuts import render
+
+# Create your views here.

myapp/admin.py

@@ -0,0 +1,3 @@
+from django.contrib import admin
+
+# Register your models here.

myapp/apps.py

@@ -0,0 +1,6 @@
+from django.apps import AppConfig
+
+
+class MyappConfig(AppConfig):
+    default_auto_field = 'django.db.models.BigAutoField'
+    name = 'myapp'

myapp/logic.py

@@ -0,0 +1,68 @@
+import json
+import asyncio
+from io import BytesIO
+from PIL import Image
+from aiohttp import ClientSession
+import torch
+from .model import faceModel
+from data.data import member_details
+import pandas as pd
+
+async def get_image(img_url):
+    async with ClientSession() as session:
+        try:
+            async with session.get(img_url) as response:
+                img_data = await response.read()
+                return BytesIO(img_data)
+        except Exception as e:
+            raise ValueError(f"getImage ERROR : {str(e)}")
+        finally:
+            torch.cuda.empty_cache()
+
+async def detection(model,img_content):
+    try:
+        img = Image.open(img_content)
+        result = model(img,device=0,conf=0.8)
+        detection = {}
+        data = json.loads(result[0].tojson())
+        if len(data) == 0:
+            res = {"AI": "Not Found"}
+            detection.update(res)
+        else:
+            df = pd.DataFrame(data)
+            name_counts = df['name'].value_counts().sort_index()
+            
+            for name, count in name_counts.items():
+                res = {name: count}
+                detection.update(res)
+        return detection
+    except Exception as e:
+        raise ValueError(f"detection ERROR : {str(e)}")
+    finally:
+        torch.cuda.empty_cache()
+
+async def format_result(ai_result):
+    result = {}
+    try:
+        for name, details in ai_result.items():
+            if name in member_details:
+                member_info = member_details[name]
+                member_info['Count'] = details
+                result[name] = member_info
+        return result
+    except Exception as e:
+        raise ValueError(f"format_result ERROR : {str(e)}")
+    finally:
+        torch.cuda.empty_cache()
+
+async def main_detection(url):
+    try:
+        image = await get_image(url)
+        detect_data = await detection(faceModel, image)
+        result = await format_result(detect_data)
+        return result
+    except Exception as e:
+        raise ValueError(f"mainDet ERROR : {str(e)}")
+    finally:
+        torch.cuda.empty_cache()
+

myapp/migrations/0001_initial.py

@@ -0,0 +1,22 @@
+# Generated by Django 5.0.4 on 2024-05-07 17:08
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    initial = True
+
+    dependencies = [
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name='ImageUrl',
+            fields=[
+                ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('url', models.URLField(verbose_name='Image URL')),
+                ('processed', models.DateTimeField(auto_now_add=True, verbose_name='Processed Time')),
+            ],
+        ),
+    ]

myapp/model.py

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+from ultralytics import YOLO
+
+faceModel = YOLO("model/faceModel.pt")

myapp/models.py

@@ -0,0 +1,9 @@
+from django.db import models
+
+class ImageUrl(models.Model):
+    url = models.URLField(verbose_name="Image URL")
+    processed = models.DateTimeField(auto_now_add=True, verbose_name="Processed Time")
+    # You can add more fields to store results or statuses, e.g., processing status
+
+    def __str__(self):
+        return f"URL: {self.url} processed on {self.processed}"

myapp/serializers.py

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+from rest_framework import serializers
+
+class ItemSerializer(serializers.Serializer):
+    url = serializers.URLField(max_length=200)
+
+    def create(self, validated_data):
+        # Typically, you would save the data to a database here.
+        # As you're not using a database for this instance, you can just return the validated data.
+        return validated_data
+
+    def update(self, instance, validated_data):
+        instance.url = validated_data.get('url', instance.url)
+        instance.save()
+        return instance

myapp/tests.py

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+from django.test import TestCase, Client
+from django.urls import reverse
+
+class SimpleTest(TestCase):
+    def test_details(self):
+        client = Client()
+        response = client.get(reverse('status'))
+        self.assertEqual(response.status_code, 200)

myapp/urls.py

@@ -0,0 +1,7 @@
+from django.urls import path
+from .views import StatusView, TechView
+
+urlpatterns = [
+    path('status/', StatusView.as_view(), name='StatusView'),
+    path('tech/', TechView.as_view(), name='tech'),
+]

myapp/views.py

@@ -0,0 +1,30 @@
+from django.http import JsonResponse
+from django.views import View
+from django.utils.decorators import method_decorator
+from django.views.decorators.csrf import csrf_exempt
+from rest_framework.parsers import JSONParser
+from .serializers import ItemSerializer
+from .logic import main_detection
+from .models import ImageUrl
+import json
+
+@method_decorator(csrf_exempt, name='dispatch')
+class StatusView(View):
+    def get(self, request):
+        return JsonResponse({"status": "AI Server is running"}, status=200)
+
+@method_decorator(csrf_exempt, name='dispatch')
+class TechView(View):
+    async def post(self, request):
+        try:
+            data = json.loads(request.body.decode('utf-8'))  # Correct way to parse JSON data
+        except json.JSONDecodeError:
+            return JsonResponse({'error': 'Invalid JSON'}, status=400)
+
+        serializer = ItemSerializer(data=data)
+        if serializer.is_valid():
+            # Assuming `main_detection` is an asynchronous function you've set up
+            result = await main_detection(serializer.validated_data['url'])
+            return JsonResponse(result, safe=False, status=200)
+        else:
+            return JsonResponse(serializer.errors, status=400)

myproject/asgi.py

@@ -0,0 +1,16 @@
+"""
+ASGI config for myproject project.
+
+It exposes the ASGI callable as a module-level variable named ``application``.
+
+For more information on this file, see
+https://docs.djangoproject.com/en/5.0/howto/deployment/asgi/
+"""
+
+import os
+
+from django.core.asgi import get_asgi_application
+
+os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'myproject.settings')
+
+application = get_asgi_application()

myproject/urls.py

@@ -0,0 +1,8 @@
+from django.urls import path
+from myapp import views
+
+urlpatterns = [
+    path('status/', views.StatusView.as_view(), name='StatusView'),
+    path('tech/', views.TechView.as_view(), name='tech'),
+    # Add more paths here
+]

myproject/wsgi.py

@@ -0,0 +1,16 @@
+"""
+WSGI config for myproject 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/5.0/howto/deployment/wsgi/
+"""
+
+import os
+
+from django.core.wsgi import get_wsgi_application
+
+os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'myproject.settings')
+
+application = get_wsgi_application()