>>> import jango
>>> print django.VERSION

download all the packages included in this project,here are some packages i remember:

• django
• restframework
• numpy
• cv2
• skimage
• PIL

in your cmd typing(NOT your python shell):

>>> git clone https://github.com/innocentwhite/website-for-prediction-result/ (you need to install git first)  
>>> cd website-for-prediction-result   
>>> python manage.py runserver    

If you have installed all the packages needed, It will display as follows:

Performing system checks...

System check identified no issues (0 silenced).   
July ××, 2017 - ××:××:××    
Django version 1. 10. 5, using settings '''displayWeb.settings'''   
Start development server at http://127.0.0.1:8000/    
Quit the server with CTRL-BREAK   

If you got the same message: congratulations,you have succeeded in setting up your website! You can visit your website in your browser at http://127.0.0.1:8000/ now.

If you failed: Sorry, I don't know what's the problems with your code.You can google with your error messages.
But if you don't mind, you can also contact me at [email protected]

Only Caffe is supported! besides,the path must be:

Home\website-for-prediction-result\display
Home\files\caffe\

The connection part(connects to CNN model) is defined in :

website-for-prediction-result\display\upload\caffemodel.py

in your project, you should modify lines 35-47 as follows:

caffe_root = '/workov/home1/liucl/files/caffe/'
sys.path.insert(0, caffe_root + 'python')

import caffe

MODEL_FILE = '../../files/caffe/examples/diabetic/model/deploy.prototxt'

PRETRAINED = '../../files/caffe/examples/diabetic/model/VGG19ft_iter_3500.caffemodel'

IMAGE_FILE = '../../files/caffe/examples/images'

IMAGE_NAME = 'preprocessed.jpeg'

caffe_root defines as named
MODEL_FILE requires your model layer definition, so modify it with your ***.prototxt
PRETRAINED is your model parameters saved as ***.caffemodel, please modify it with your ***.caffemodel
IMAGE_FILE is the dir that saves your images to be predicted
IMAGE_NAME defines as named

IMAGE_FILE and IMAGE_NAME is connected in:

website-for-prediction-result\display\upload\views.py

lines 29-33:

os.system("cp "+os.path.join("storage", new_img.Image.name)+" ../../files/caffe/examples/images/again.jpeg")
preprocessing(IMAGE_FILE, "again.jpeg")
if not os.path.exists("upload/static/img"):
    os.system("mkdir upload/static/img/")
os.system("cp "+"../../files/caffe/examples/images/preprocessed.jpeg "+"upload/static/img/")

I think you can understand that

After this, you can predict with your model.
Click the "select file" button and then "Submit" button.
I hope this website can hlep.

In profile page, "save" button directs to "#", url is not defined now, so this website don't support change profile now.
But you can change your password in profile page.

This website still usesd django's template, restful API version will be updated soon.