RRS: Restaurant Recommender System 🍽

Latte는 말이야.. 밥약하면 새내기가 식당 다 조사해서 왔는데 말이야.. 하나도 조사를 안해왔어?? 에잉.. 뭐 먹고 싶은지 문장으로만 얘기해봐. AI가 제일 적합한 곳으로 추천해줄게!

This is a toy project for DevKor Mini-Web Hackathon 👨‍💻.

🚨 I'm very bad at Web Development. So I focus on recommender system and my Streamlit did all of front-end.

My AI Model trained with a lot of reviews of restaurant near by Korea University.

When you give some query to my AI Model, it returns to you a list of restaurants you will love.

Step

• Step1 : Data Crawling

• Step2 : Modeling

• Step3 : Inference with server.py.

$ streamlit run server.py

Environments

NUM_LABELS=100
IMAGE_PATH="./DataCrawling/data/image.json"
RESTAURANT_PATH="./DataCrawling/data/restaurant.json"
CKPT_PATH=****

Result