recopi

Web Application for automating the process of storing ingredients and recommending recipes

Check Document below first(In Japanese)

recopi_document(in Japanese)

Roles

• Seiya Umemoto: Project Manager, Front/Back End
• Takamichi Nomura: AI Tuning
• Daeho Bang: Data Collection, Data Preprocessing

Description

Demo Video

Future Plan

• Introduce a raspberry pi camera and an audio input to recognize actual ingredients stored in a fridge.
• Improve the performance of image recognition and detection by replacing the vgg16 with YOLO
• Add Japanese and Korean version of recommendation of recipes

How to run this app?

First please check if Docker is installed on your PC

For Windows users: Please first install WSL2 if you don't have it installed.

Download weight files

1. download a weight file of VGG16
2. Save the files above into recopi/api/model(create this directory if it doesn't exist)

Initial Running

1. docker-compose up --build -d
2. There should now be three servers running:

• http://127.0.0.1:8000 is the Django app
• http://127.0.0.1:3000 is the React app
• http://127.0.0.1:5432 is the PostgreSQL Database

Checking working containers

• docker-compose ps

Closing(must include -v)

• docker-compose down -v

Rerunning(without build)

• docker-compose up -d