abdallah-chamakh aballah-chamakh

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aballah-chamakh / list.html

Last active November 28, 2019 22:29

	<html>
	<head>
	<title>Inference list</tile>
	</head>
	<body>
	{% for inference_obj in inference_objects %}
	<div>
	<img src='{{inference_obj.image.url}}' />
	<h3>Prediction => {{inference_obj.prediction}}</h3>
	<hr/>

aballah-chamakh / admin.py

Created November 28, 2019 22:17

	from django.contrib import admin
	from .models import Inference

	# Register your models here.

	admin.site.register(Inference)

aballah-chamakh / urls.py

Created November 28, 2019 22:15

	from django.urls import path
	from .views import inference_detail_view,inference_list_view,inference_create_view,inference_update_view,inference_delete_view


	urlpatterns = [

	path('',inference_list_view)
	path('inference/<int:pk>/',inference_detail_view)
	path('inference/create/',inference_create_view)
	path('inference/<int:pk>/update/',inference_update_view)

aballah-chamakh / views.py

Last active November 28, 2019 22:24

	from django.shortcuts import render
	from .models import Inference
	from .forms import InferenceForm


	def inference_detail_view(request,id):
	product_obj = Inference.objects.get(id=id)
	context = {'inference_obj':product_obj}
	return render(request,'inference_detail.html',context)

aballah-chamakh / forms.py

Last active December 1, 2019 10:44

	from django import forms
	from .models import Inference
	from keras.preprocessing import image
	from keras.models import model_from_json
	import numpy as np


	class InferenceForm(forms.ModelForm):
	class Meta :
	model = Inference

aballah-chamakh / models.py

Last active November 28, 2019 21:42

	from django.db import models


	class Inference(models.Model):
	image = models.ImageField(null=True)
	prediction = models.CharFiedl(max_length=255)

aballah-chamakh / settings.py

Created November 17, 2019 06:15

	INSTALLED_APPS = [
	# ...

	'inference' ,

	]

	# configure celery and redis
	BROKER_URL = 'redis://localhost:6379'
	CELERY_RESULT_BACKEND = 'redis://'

aballah-chamakh / celery.py

Created November 17, 2019 06:09

	import os
	from celery import Celery
	from django.conf import settings
	os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'MyApp.settings')

	app = Celery('MyApp')
	app.config_from_object('django.conf:settings')
	app.autodiscover_tasks(settings.INSTALLED_APPS)

aballah-chamakh / app_urls.py

Last active November 17, 2019 06:16

	from django.contrib import admin
	from django.urls import path,include
	from django.conf.urls.static import static
	from django.conf import settings

	urlpatterns = [

	path('admin/', admin.site.urls),
	path('api/',include('inference.urls')),

aballah-chamakh / tasks.py

Created November 17, 2019 06:03

	from MyApp.celery import app
	import numpy as np
	from keras.preprocessing import image
	from keras.models import model_from_json
	from .models import Inference


	@app.task(bind=True)
	def run_inference(self, inference_id):