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Auto Labeler

A labeling platform with:

  • Frontend: Next.js (TypeScript, Konva, OpenCV.js)
  • Backend: FastAPI (Python 3.11)
  • Database: PostgreSQL 16

🚀 Setup

  1. Start the database:

    docker compose up -d db
  2. Apply the schema:

    docker compose exec -T db psql -U labeler -d labeler -f /dev/stdin < backend/db/schema.sql
  3. Start API + Web:

    docker compose up -d api web
  4. Open in browser:


🔧 Common Commands

  • Rebuild:

    docker compose up -d --build api web
  • Reset DB:

    docker compose down -v
    docker compose up -d db
    docker compose exec -T db psql -U labeler -d labeler -f /dev/stdin < backend/db/schema.sql

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🤖 Assistive labeling tool for image data to train our vision models.

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