MultiScaleMNIST dataset

MNIST dataset for detection with multiple scales.

This package creates h5py dataset with images of adjustable size (see config), together with corner-form bounding boxes (x0, y0, x1, y1) and labels.

Examples:

Development

Requirements:

• Install pre-commit (https://pre-commit.com/#install)
• Install poetry (https://python-poetry.org/docs/#installation)
• Execute pre-commit install
• Use poetry to handle requirements
  • Execute poetry add <package_name> to add new library
  • Execute poetry install to create virtualenv and install packages

Usage

• Install package with poetry poetry install
• Enter the shell poetry shell
• Adjust settings by modifying config.py or passing config file (see multiscalemnist --help for info; i.e. multiscalemnist --config-file=config.yml generate)
• Run generator multiscalemnist generate