World Youth Festival AI hackaton solution

• clone source

git clone https://github.com/sir-timio/WYF2024

• install dependecies

pip install -r requirements.txt

Backend

• build docker ml backend

cd label-studio-yolov8-backend && docker-compose up --build

• load weights into label-studio-yolov8-backend/full_size.pt

https://drive.google.com/file/d/1-TpgLVsmR34RC0IQtals1wM2nWnsJxcB/view?usp=sharing

Label Studio

• installation

pip install -U label-studio

• build label studio server

LABEL_STUDIO_LOCAL_FILES_SERVING_ENABLED=true LABEL_STUDIO_LOCAL_FILES_DOCUMENT_ROOT=/path/to/data label-studio

Frontend

• run streamlit application from "pages" parent folder

streamlit run main.py