ardamavi/index.html

## index.html
<html>
<head>
<title>Arda Mavi - App</title>
</head>
<body>
<center>
<a style="text-decoration: none; font-size: 6em;" href="/">
<span style="color:#fc4f3f;">Arda Mavi</span> <span style="color:#808080"></span> <span style="color:#3377CC;">App</span>
</a>
<br/><br/><br/>
<form method="post" action="/predict" enctype="multipart/form-data">
{% csrf_token %}
<input type="file" name="image" accept="image/*" apture="camera">
<br/><br/>
<button style="width: 100PX;" type="submit"><span>Predict</span></button>
</form>

<h4 style="color: #4a84cc;">{{ result|safe }}</h4>
<br/>
<h5 style="color: #515151;">Source: <a href="https://github.com/ardamavi" target="_blank" style="color: #515151; text-decoration: none;">github.com/ardamavi</a></h5>
<span style="color:#656565;">Copyright © 2017</span>
<br/>
<a style="text-decoration: none; font-size: 1.5em;" href="http://github.com/ardamavi.com" target="_blank"><span style="color:#808080">By</span> <span style="color:#fc4f3f;">Arda</span> <span style="color:#3377CC;">Mavi</span></a>
</center>
</body>
</html>

## views.py
# Arda Mavi
# Django views.py file:

from django.http import HttpResponse
from django.shortcuts import render
from keras.models import model_from_json
from scipy.misc import imresize
from PIL import Image
import numpy as np

def index(request):
    return render(request, 'index.html', {'result': "Results"})

def predict(request):
    sonuc = 'Error!'
    if request.method == 'POST' and request.FILES:
        file_img = Image.open(request.FILES['image'])
        image = np.array(file_img)
        image = imresize(image, (200,200, 3))
        image = image.reshape(1, 200, 200, 3)
        model_file = open('static/model.json', 'r')
        model = model_file.read()
        model_file.close()
        model = model_from_json(model)
        model.load_weights("static/weights.h5")
        Y = model.predict(image)
        result = np.argmax(Y, axis=1)
        result = "<span style='color:#fc4f3f; font-size: 2em;'>{0}</span>".format(result)
    else:
        sonuc = "<span style='color:#fc4f3f;'>Your file couldn't found!</span>"
    return render(request, 'index.html', {'result': result})
	<html>
	<head>
	<title>Arda Mavi - App</title>
	</head>
	<body>
	<center>
	<a style="text-decoration: none; font-size: 6em;" href="/">
	<span style="color:#fc4f3f;">Arda Mavi</span> <span style="color:#808080"></span> <span style="color:#3377CC;">App</span>
	</a>
	<br/><br/><br/>
	<form method="post" action="/predict" enctype="multipart/form-data">
	{% csrf_token %}
	<input type="file" name="image" accept="image/*" apture="camera">
	<br/><br/>
	<button style="width: 100PX;" type="submit"><span>Predict</span></button>
	</form>

	<h4 style="color: #4a84cc;">{{ result\|safe }}</h4>
	<br/>
	<h5 style="color: #515151;">Source: <a href="https://github.com/ardamavi" target="_blank" style="color: #515151; text-decoration: none;">github.com/ardamavi</a></h5>
	<span style="color:#656565;">Copyright © 2017</span>
	<br/>
	<a style="text-decoration: none; font-size: 1.5em;" href="http://github.com/ardamavi.com" target="_blank"><span style="color:#808080">By</span> <span style="color:#fc4f3f;">Arda</span> <span style="color:#3377CC;">Mavi</span></a>
	</center>
	</body>
	</html>
	# Arda Mavi
	# Django views.py file:

	from django.http import HttpResponse
	from django.shortcuts import render
	from keras.models import model_from_json
	from scipy.misc import imresize
	from PIL import Image
	import numpy as np

	def index(request):
	return render(request, 'index.html', {'result': "Results"})

	def predict(request):
	sonuc = 'Error!'
	if request.method == 'POST' and request.FILES:
	file_img = Image.open(request.FILES['image'])
	image = np.array(file_img)
	image = imresize(image, (200,200, 3))
	image = image.reshape(1, 200, 200, 3)
	model_file = open('static/model.json', 'r')
	model = model_file.read()
	model_file.close()
	model = model_from_json(model)
	model.load_weights("static/weights.h5")
	Y = model.predict(image)
	result = np.argmax(Y, axis=1)
	result = "<span style='color:#fc4f3f; font-size: 2em;'>{0}</span>".format(result)
	else:
	sonuc = "<span style='color:#fc4f3f;'>Your file couldn't found!</span>"
	return render(request, 'index.html', {'result': result})