Merge pull request #1107 from Knighthawk-Leo/main

Dog Breed Identification

Author: prathimacode-hub

ImageProcessingScripts/Dog-Breed-Identification/ImgUpload/__init__.py

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

ImageProcessingScripts/Dog-Breed-Identification/ImgUpload/__pycache__/__init__.cpython-310.pyc

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

ImageProcessingScripts/Dog-Breed-Identification/ImgUpload/__pycache__/__init__.cpython-39.pyc

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+from django import forms
+class ImageUploadForm(forms.Form):
+    image=forms.ImageField()
+
+
+
+    

ImageProcessingScripts/Dog-Breed-Identification/ImgUpload/__pycache__/admin.cpython-310.pyc

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+from django.db import models
+
+# Create your models here.

ImageProcessingScripts/Dog-Breed-Identification/ImgUpload/__pycache__/admin.cpython-39.pyc

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+from django.test import TestCase
+
+# Create your tests here.

ImageProcessingScripts/Dog-Breed-Identification/ImgUpload/__pycache__/apps.cpython-310.pyc

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+from django.conf.urls import url
+from django.contrib import admin
+from django.urls import path
+from django.urls.conf import include
+from . import views
+
+urlpatterns = [
+    
+    url(r'^$', views.home, name='home'),
+    url(r'imageprocess', views.imageprocess , name='imageprocess')
+]

ImageProcessingScripts/Dog-Breed-Identification/ImgUpload/__pycache__/apps.cpython-39.pyc

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+from numpy.lib.function_base import append
+from myWebApp.ImgUpload.form import ImageUploadForm
+from django import forms
+from django.shortcuts import render
+from .form import ImageUploadForm
+
+from keras.applications.resnet import ResNet50 
+from keras.preprocessing import image
+from keras.applications.resnet import preprocess_input, decode_predictions
+import numpy as np
+
+def home(request):
+    return render(request,'home.html')
+
+def imageprocess(request):
+    form=ImageUploadForm(request.POST, request.FILES )
+    if form.is_valid():
+        handle_uploaded_file(request.FILES['image'])
+        model= ResNet50(weights='imagenet')
+        img_path = 'img.jpg'
+        imge=image.load_img(img_path, target_size=(224,224))
+        x=image.img_to_array(imge)
+        x=np.expand_dims(x,axis=0)
+        x=preprocess_input(x)
+        preds=model.predict(x)
+        print('Pridicted',decode_predictions(preds,top=3)[0])
+
+        html=decode_predictions(preds,top=3,)[0]
+
+        res=[]
+        for e in html:
+            res.append((e[1],np.round(e[2]*100,2)))
+        return render(request,'result.html' , {'res':res})
+
+
+
+
+
+    
+
+def handle_uploaded_file(f):
+    with open('img.jpg','wb+') as destination:
+        for chunk in f.chunks():
+            destination.write(chunk)
+
+# Create your views here.

ImageProcessingScripts/Dog-Breed-Identification/ImgUpload/__pycache__/form.cpython-310.pyc

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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', 'myWebApp.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()

ImageProcessingScripts/Dog-Breed-Identification/ImgUpload/__pycache__/form.cpython-39.pyc

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

ImageProcessingScripts/Dog-Breed-Identification/ImgUpload/__pycache__/models.cpython-310.pyc

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

ImageProcessingScripts/Dog-Breed-Identification/ImgUpload/__pycache__/models.cpython-39.pyc

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+from django import forms
+class ImageUploadForm(forms.Form):
+    image=forms.ImageField()
+
+
+
+    

ImageProcessingScripts/Dog-Breed-Identification/ImgUpload/__pycache__/urls.cpython-310.pyc

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+from django.db import models
+
+# Create your models here.

ImageProcessingScripts/Dog-Breed-Identification/ImgUpload/__pycache__/urls.cpython-39.pyc

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+from django.test import TestCase
+
+# Create your tests here.

ImageProcessingScripts/Dog-Breed-Identification/ImgUpload/__pycache__/views.cpython-310.pyc

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+# from django.conf.urls import url
+from django.contrib import admin
+from django.urls import include ,re_path
+from django.urls.conf import include
+from . import views
+
+urlpatterns = [
+    
+    re_path(r'^$', views.home, name='home'),
+    re_path(r'imageprocess', views.imageprocess , name='imageprocess')
+]

ImageProcessingScripts/Dog-Breed-Identification/ImgUpload/__pycache__/views.cpython-39.pyc

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+from myWebApp.ImgUpload.form import ImageUploadForm
+from django import forms
+from django.shortcuts import render
+from .form import ImageUploadForm
+
+def home(request):
+    return render(request,'home.html')
+
+def imageprocess(request):
+    form=ImageUploadForm(request.POST, request.FILES )
+    if form.is_valid():
+        handel_uploaded_file(request.FILES['image'])
+        return render(request,'result.html')
+
+def handel_uploaded_file(f):
+    with open('img.jpg','wb+')as destination:
+        for chunk in f.chunks():
+            destination.write(chunk)
+
+# Create your views here.

ImageProcessingScripts/Dog-Breed-Identification/ImgUpload/admin.py

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+"""
+ASGI config for myWebApp 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/3.2/howto/deployment/asgi/
+"""
+
+import os
+
+from django.core.asgi import get_asgi_application
+
+os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'myWebApp.settings')
+
+application = get_asgi_application()