README.md

Model server

모델을 서빙하는 서버

API Docs

1. POST /adt/predict

• ADT 모델의 예측 요청을 보내는 API

2. POST /omr/predict

• OMR 모델의 예측 요청을 보내는 API

Preparation

• clone ADT & OMR repository (현재 레포를 클론받은 위치랑 똑같은 곳에서)

  • clone ADT repository

    git clone https://github.com/DoongDoongMaster/automatic-drum-transcription
    

    • ADT repo

  • clone OMR repository

    git clone https://github.com/DoongDoongMaster/optical-music-recognition
    

    • OMR repo

  • ‼️ 주의 : 아래와 같이 폴더 구조를 맞춰야 합니다.

    ...
    ├── model-server
    ├── automatic-drum-transcription
    ├── optical-music-recognition

• install docker engine

  # Add Docker's official GPG key:
  sudo apt-get update
  sudo apt-get install ca-certificates curl
  sudo install -m 0755 -d /etc/apt/keyrings
  sudo curl -fsSL https://download.docker.com/linux/ubuntu/gpg -o /etc/apt/keyrings/docker.asc
  sudo chmod a+r /etc/apt/keyrings/docker.asc
  
  # Add the repository to Apt sources:
  echo \
    "deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] https://download.docker.com/linux/ubuntu \
    $(. /etc/os-release && echo "$VERSION_CODENAME") stable" | \
    sudo tee /etc/apt/sources.list.d/docker.list > /dev/null
  sudo apt-get update
  
  sudo apt-get install docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin

• install docker compose

  sudo apt-get update
  sudo apt-get install docker-compose-plugin

Run

• 서버 실행 명령어
  

  docker compose up --build

• 로컬 호스트에서 docs 확인

  localhost:5000/docs