dotadevkit 1.0.2

DOTA Devkit CLI

DOTA Devkit

About

This is a modified version of the original DOTA_Devkit. The devkit has had some issues regarding ease of installation and usage with the latter being a significant problem. This repo attemps to address these issues by providing a simple CLI for easier usage and cross-platform whls for easier installation.

Disclaimer: This repo was created post 9938855. The DOTA authors could update the original repo and/or add support for (possible) new versions of the DOTA dataset. While this repo will try to remain in sync with the original, users should rely on the original should the repos diverge.

Installation

pip install dotadevkit

Usage

Once installed, you will have access to the dotadev CLI. Run dotadev --help or dotadev <command> --help for further details.

Usage: dotadev [OPTIONS] COMMAND [ARGS]...

Options:
  --help  Show this message and exit.

Commands:
  evaluate  Run evaluation for both tasks on DOTA & DOTA 1.5.
  merge     Merges annotations according to DOTA Tasks.
  split     Splits images and annotations.

Evaluate

 dotadev evaluate \
        /path/to/detections/Task1_{:s}.txt \
        /path/to/dota/val/labelTxt/{:s}.txt \
        /path/to/text/file/of/image/names \
        1.0

Merge

 dotadev merge \
        /path/to/dota/data/ \
        /path/to/destination/directory/ \
        8

Split

Setting the --images flag only splits the images. If it is not set, both images and labelTxt undergo the split process.

 dotadev split \
        /path/to/dota/data/images \
        /path/to/destination/directory/ \
        8 \
        --images