hockercobb/image-classify-django-server

EE551 python project in spring 2019

image-classify-django-server

Introduction

This is my EE551 python individual project | Author: Ziran Gong

Purposals

This project provides image processing and recognition capabilities in the field of artificial intelligence by building web services. Those features can be conveniently and quickly used on mobile phones, computers, and tablets. Provide a good user experience and a beautiful interface。

Architecture

Features

• Create Django web server in local
• Add Account management funtion
• Add Login & Signup
• Buy and set cloud server (Alibaba Cloud), then install environment
• Add Django Rest Framework
• Run my Django web in cloud server

TODO

• Optimize front-end interface, adapt to mobile and PC interface
• Design front-end and back-end interactive interfaces
• Add feature: Face comparison
• Add feature: Bank card identification
• Add feature: Gesture identification
• Add feature: image classify using following model：
  • ResNet50
  • Xception
  • MobileNet, MobileNetV2
  • InceptionV3
  • DenseNet121, DenseNet169, DenseNet201
  • VGG16, VGG19
  • NASNetMobile, NASNetLarge
• Support switching between different image identify models
• Run each part of functions seperately in my own cloud server
• Run all the functions in my own cloud server

Author

• Ziran Gong - Web Page

License

This software is licensed under the GNU General Public License v3.0 License. For more information, read the file LICENSE.