Detectron2 Vertex-ai

How to deploy on vertex ai a custom model

Requirements

  • Pyenv: pyenv lets you easily switch between multiple versions of Python. It’s simple, unobtrusive, and follows the UNIX tradition of single-purpose tools that do one thing well.
  • Poetry: Poetry comes with all the tools you might need to manage your projects in a deterministic way.
  • gcloud: The gcloud command-line interface is the primary CLI tool to create and manage Google Cloud resources.
  • poethepoet: A task runner that works well with poetry.

Runing on local

    # install poetry package
    poetry install 
    
    # runing poe task
    poe torch 
    poe detectron2

Runing on local

    poetry run uvicorn src.main:app --reload