Food Image Recognition using CLIP

This is 🌏Earth Coding Lab's repository for the Final boostcamp AI Tech projects (2023.01.09 ~ 2023.02.03 19:00).

What if there are new types of food that the model hasn't learned? Traditional image models can't predict anything about unknown foods. That's why Earth Coding Lab used a model called CLIP.

• Here is our Wrap-Up Report (link)
• Here is our Presentation (link)

Contributors

Yong Woo Song	Woo Bin Park	Jin Myeong Ahn	Yeong Cheol Kang	Gang Hyeok Lee
Github	Github	Github	Github	Github

Hardware Used

• NVIDIA TELSA V100
• Ubuntu 18.04

How it works

📄 Guideline

Setup

Install all the prerequisites in one go.

make setup

Code formatting & Check lint

make style

Code Testing

make test

Run (Training/Inference)

python main.py