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@aballah-chamakh
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
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
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
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
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
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
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
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
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
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):