Cloud Annotations Training

Installation

$ npm install -g cloud-annotations

Before you begin

The Cloud Annotations CLI requires you to already have labeled images in the Cloud Annotations online tool. For an in-depth guide on this process, check out the following links:

• Training a Classification Model – How to train your own model to label images on IBM Cloud.
• Training an Object Detection Model – How to train your own model to find objects in an image on IBM Cloud.

Cloud Annotations CLI should work on macOS, Windows, and Linux.

If something doesn’t work, please file an issue.

Usage

$ cacli
┌─────────────────────────────┐
│ (C)loud (A)nnotations (CLI) │
│ version 1.0.3               │
└─────────────────────────────┘

Usage: cacli <command>

where <command> is one of:
  init         Interactively create a config.yaml file
  train        Start a training run
  logs         Monitor the logs of a training run
  progress     Monitor the progress of a training run
  list         List all training runs
  download     Download a trained model

cacli <cmd> -h     quick help on <cmd>

(Advanced) Building from source

git clone https://github.com/cloud-annotations/training.git &&
cd training

python setup.py all

Training locally

python -m local.login

python -m local.start_training_run