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README.md

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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