dotadevkit

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 dotadevkit CLI. Run dotadevkit --help or dotadevkit <command> --help for further details.

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

Options:
  --help  Show this message and exit.

Commands:
  convert    Convert tiled DOTA annotations to COCO format.
  evaluate   Run evaluation for both tasks on DOTA & DOTA 1.5.
  merge      Merges annotations according to DOTA Tasks.
  split      Splits images and annotations.
  visualise  Visualise annotations.

Your dataset directory should look as follows:

.
├── example
│   ├── images
│   ├── labelTxt
│   ├── images.txt

Refer example directory in this repo for a concrete example

Split

Split only images with 8 processes

 dotadevkit split \
        ./example/images \
        ./example_split/images \
        8 \
        --images

Split images and labelTxt into tiles of size 800 x 800 with overlap of 200 pixels with 8 processes

 dotadevkit split \
        ./example/ \
        ./example_split/ \
        8 \
        800 \
        200

Merge

 dotadevkit merge \
        ./example_split/dota_dets \
        ./example_split/merged_dets \
        8

Evaluate

DOTA evaluation on specific task and dataset version.

 dotadevkit evaluate \
        ./example_split/merged_dets/Task1_{:s}.txt \
        ./example/labelTxt/{:s}.txt \
        ./example/images.txt \
        1.0

Visualise

Visualise images that have plane and helicopter categories.

 dotadevkit visualise \
        ./example_split/ \
        -cat plane -cat helicopter

Convert

Convert tiled DOTA annotations of specified version to MS-COCO format.

 dotadevkit convert \
        ./example_split/ \
        --version 1.0

Metadata

Release files for dotadevkit 1.3.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for dotadevkit 1.3.0
File	Size	Uploaded	Provenance	Actions
dotadevkit-1.3.0.tar.gz	66.1 kB	Apr 9, 2021	Without provenance	Details for dotadevkit-1.3.0.tar.gz

Built distributions (wheels)

Total release size: 7.6 MB

Release files / dotadevkit-1.3.0.tar.gz

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Release files / dotadevkit-1.3.0-cp39-cp39-win_amd64.whl

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Release files / dotadevkit-1.3.0-cp39-cp39-win32.whl

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Size	390.0 kB
Tags	CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.12+ x86-64
SHA-256 checksum How to use checksums	`fd7d3cc41750d8b4b09353f497b9aa8e096573703c6b21d7e79a00c4d76e9777`
BLAKE2b-256 checksum How to use checksums	`4d0026b32fdaf4216c10bbd522e9dac859b827c0d6874c0d6eda27e2e018cf67`
Upload date	Apr 9, 2021
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/3.4.1 importlib_metadata/3.10.0 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.60.0 CPython/3.9.4`

Release files / dotadevkit-1.3.0-cp36-cp36m-manylinux2010_i686.whl

Download URL	dotadevkit-1.3.0-cp36-cp36m-manylinux2010_i686.whl
Size	385.9 kB
Tags	CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.12+ x86-32
SHA-256 checksum How to use checksums	`e80dbdb2ad05975d08350d755e16921195b35f282ce858f1433eaa61716e9c84`
BLAKE2b-256 checksum How to use checksums	`721a30452650bb8be9366f5413567c247878e0abddb84dc72ddf19678ed9b59a`
Upload date	Apr 9, 2021
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/3.4.1 importlib_metadata/3.10.0 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.60.0 CPython/3.9.4`

Release files / dotadevkit-1.3.0-cp36-cp36m-manylinux1_x86_64.whl

Download URL	dotadevkit-1.3.0-cp36-cp36m-manylinux1_x86_64.whl
Size	390.0 kB
Tags	CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.5+ x86-64
SHA-256 checksum How to use checksums	`851a69842b573bb96d31f270a7e6d5f1454b669f5e5223542a850155efeee3fd`
BLAKE2b-256 checksum How to use checksums	`75dd21c098f08135a339e685072a3e4ac9a09d66aad0c58210b5488a6658918e`
Upload date	Apr 9, 2021
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/3.4.1 importlib_metadata/3.10.0 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.60.0 CPython/3.9.4`

Release files / dotadevkit-1.3.0-cp36-cp36m-manylinux1_i686.whl

Download URL	dotadevkit-1.3.0-cp36-cp36m-manylinux1_i686.whl
Size	385.9 kB
Tags	CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.5+ x86-32
SHA-256 checksum How to use checksums	`ed2184514ec821a394c0c218ba565524ae1c00d6300028eb598450e84c641518`
BLAKE2b-256 checksum How to use checksums	`1d9711fa8d1a9209cf3e4b136002098f52ca1d8ba23f5772ac2549eaeb79c96d`
Upload date	Apr 9, 2021
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/3.4.1 importlib_metadata/3.10.0 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.60.0 CPython/3.9.4`

Release files / dotadevkit-1.3.0-cp36-cp36m-macosx_10_9_x86_64.whl

Download URL	dotadevkit-1.3.0-cp36-cp36m-macosx_10_9_x86_64.whl
Size	75.6 kB
Tags	CPython 3.6 CPython 3.6 pymalloc macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`6dcef73f71b14dbccfaee7a441ba73c002ed483b355f80a298feb7cfd966cc68`
BLAKE2b-256 checksum How to use checksums	`14e282443570579d42222da3a6c1448c04860ae7f58b7a63719bb53fab310158`
Upload date	Apr 9, 2021
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/3.4.1 importlib_metadata/3.10.0 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.60.0 CPython/3.9.4`

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This release

1.3.0 This release

Apr 9, 2021 29 release files No provenance

File	Interpreter	ABI	Platform	Actions Reset
dotadevkit-1.3.0-cp39-cp39-win_amd64.whl 127.9 kB Apr 9, 2021 Without provenance	CPython 3.9	CPython 3.9	Windows x86-64	Details for dotadevkit-1.3.0-cp39-cp39-win_amd64.whl
dotadevkit-1.3.0-cp39-cp39-win32.whl 115.8 kB Apr 9, 2021 Without provenance	CPython 3.9	CPython 3.9	Windows x86-32	Details for dotadevkit-1.3.0-cp39-cp39-win32.whl
dotadevkit-1.3.0-cp39-cp39-manylinux2010_x86_64.whl 393.0 kB Apr 9, 2021 Without provenance	CPython 3.9	CPython 3.9	Linux glibc 2.12+ x86-64	Details for dotadevkit-1.3.0-cp39-cp39-manylinux2010_x86_64.whl
dotadevkit-1.3.0-cp39-cp39-manylinux2010_i686.whl 388.2 kB Apr 9, 2021 Without provenance	CPython 3.9	CPython 3.9	Linux glibc 2.12+ x86-32	Details for dotadevkit-1.3.0-cp39-cp39-manylinux2010_i686.whl
dotadevkit-1.3.0-cp39-cp39-manylinux1_x86_64.whl 393.0 kB Apr 9, 2021 Without provenance	CPython 3.9	CPython 3.9	Linux glibc 2.5+ x86-64	Details for dotadevkit-1.3.0-cp39-cp39-manylinux1_x86_64.whl
dotadevkit-1.3.0-cp39-cp39-manylinux1_i686.whl 388.2 kB Apr 9, 2021 Without provenance	CPython 3.9	CPython 3.9	Linux glibc 2.5+ x86-32	Details for dotadevkit-1.3.0-cp39-cp39-manylinux1_i686.whl
dotadevkit-1.3.0-cp39-cp39-macosx_10_9_x86_64.whl 75.6 kB Apr 9, 2021 Without provenance	CPython 3.9	CPython 3.9	macOS 10.9+ x86-64	Details for dotadevkit-1.3.0-cp39-cp39-macosx_10_9_x86_64.whl
dotadevkit-1.3.0-cp38-cp38-win_amd64.whl 127.8 kB Apr 9, 2021 Without provenance	CPython 3.8	CPython 3.8	Windows x86-64	Details for dotadevkit-1.3.0-cp38-cp38-win_amd64.whl
dotadevkit-1.3.0-cp38-cp38-win32.whl 116.0 kB Apr 9, 2021 Without provenance	CPython 3.8	CPython 3.8	Windows x86-32	Details for dotadevkit-1.3.0-cp38-cp38-win32.whl
dotadevkit-1.3.0-cp38-cp38-manylinux2010_x86_64.whl 390.9 kB Apr 9, 2021 Without provenance	CPython 3.8	CPython 3.8	Linux glibc 2.12+ x86-64	Details for dotadevkit-1.3.0-cp38-cp38-manylinux2010_x86_64.whl
dotadevkit-1.3.0-cp38-cp38-manylinux2010_i686.whl 388.2 kB Apr 9, 2021 Without provenance	CPython 3.8	CPython 3.8	Linux glibc 2.12+ x86-32	Details for dotadevkit-1.3.0-cp38-cp38-manylinux2010_i686.whl
dotadevkit-1.3.0-cp38-cp38-manylinux1_x86_64.whl 390.9 kB Apr 9, 2021 Without provenance	CPython 3.8	CPython 3.8	Linux glibc 2.5+ x86-64	Details for dotadevkit-1.3.0-cp38-cp38-manylinux1_x86_64.whl
dotadevkit-1.3.0-cp38-cp38-manylinux1_i686.whl 388.2 kB Apr 9, 2021 Without provenance	CPython 3.8	CPython 3.8	Linux glibc 2.5+ x86-32	Details for dotadevkit-1.3.0-cp38-cp38-manylinux1_i686.whl
dotadevkit-1.3.0-cp38-cp38-macosx_10_9_x86_64.whl 75.8 kB Apr 9, 2021 Without provenance	CPython 3.8	CPython 3.8	macOS 10.9+ x86-64	Details for dotadevkit-1.3.0-cp38-cp38-macosx_10_9_x86_64.whl
dotadevkit-1.3.0-cp37-cp37m-win_amd64.whl 127.6 kB Apr 9, 2021 Without provenance	CPython 3.7	CPython 3.7 pymalloc	Windows x86-64	Details for dotadevkit-1.3.0-cp37-cp37m-win_amd64.whl
dotadevkit-1.3.0-cp37-cp37m-win32.whl 116.0 kB Apr 9, 2021 Without provenance	CPython 3.7	CPython 3.7 pymalloc	Windows x86-32	Details for dotadevkit-1.3.0-cp37-cp37m-win32.whl
dotadevkit-1.3.0-cp37-cp37m-manylinux2010_x86_64.whl 391.5 kB Apr 9, 2021 Without provenance	CPython 3.7	CPython 3.7 pymalloc	Linux glibc 2.12+ x86-64	Details for dotadevkit-1.3.0-cp37-cp37m-manylinux2010_x86_64.whl
dotadevkit-1.3.0-cp37-cp37m-manylinux2010_i686.whl 387.5 kB Apr 9, 2021 Without provenance	CPython 3.7	CPython 3.7 pymalloc	Linux glibc 2.12+ x86-32	Details for dotadevkit-1.3.0-cp37-cp37m-manylinux2010_i686.whl
dotadevkit-1.3.0-cp37-cp37m-manylinux1_x86_64.whl 391.5 kB Apr 9, 2021 Without provenance	CPython 3.7	CPython 3.7 pymalloc	Linux glibc 2.5+ x86-64	Details for dotadevkit-1.3.0-cp37-cp37m-manylinux1_x86_64.whl
dotadevkit-1.3.0-cp37-cp37m-manylinux1_i686.whl 387.5 kB Apr 9, 2021 Without provenance	CPython 3.7	CPython 3.7 pymalloc	Linux glibc 2.5+ x86-32	Details for dotadevkit-1.3.0-cp37-cp37m-manylinux1_i686.whl
dotadevkit-1.3.0-cp37-cp37m-macosx_10_9_x86_64.whl 75.6 kB Apr 9, 2021 Without provenance	CPython 3.7	CPython 3.7 pymalloc	macOS 10.9+ x86-64	Details for dotadevkit-1.3.0-cp37-cp37m-macosx_10_9_x86_64.whl
dotadevkit-1.3.0-cp36-cp36m-win_amd64.whl 127.6 kB Apr 9, 2021 Without provenance	CPython 3.6	CPython 3.6 pymalloc	Windows x86-64	Details for dotadevkit-1.3.0-cp36-cp36m-win_amd64.whl
dotadevkit-1.3.0-cp36-cp36m-win32.whl 116.0 kB Apr 9, 2021 Without provenance	CPython 3.6	CPython 3.6 pymalloc	Windows x86-32	Details for dotadevkit-1.3.0-cp36-cp36m-win32.whl
dotadevkit-1.3.0-cp36-cp36m-manylinux2010_x86_64.whl 390.0 kB Apr 9, 2021 Without provenance	CPython 3.6	CPython 3.6 pymalloc	Linux glibc 2.12+ x86-64	Details for dotadevkit-1.3.0-cp36-cp36m-manylinux2010_x86_64.whl
dotadevkit-1.3.0-cp36-cp36m-manylinux2010_i686.whl 385.9 kB Apr 9, 2021 Without provenance	CPython 3.6	CPython 3.6 pymalloc	Linux glibc 2.12+ x86-32	Details for dotadevkit-1.3.0-cp36-cp36m-manylinux2010_i686.whl
dotadevkit-1.3.0-cp36-cp36m-manylinux1_x86_64.whl 390.0 kB Apr 9, 2021 Without provenance	CPython 3.6	CPython 3.6 pymalloc	Linux glibc 2.5+ x86-64	Details for dotadevkit-1.3.0-cp36-cp36m-manylinux1_x86_64.whl
dotadevkit-1.3.0-cp36-cp36m-manylinux1_i686.whl 385.9 kB Apr 9, 2021 Without provenance	CPython 3.6	CPython 3.6 pymalloc	Linux glibc 2.5+ x86-32	Details for dotadevkit-1.3.0-cp36-cp36m-manylinux1_i686.whl
dotadevkit-1.3.0-cp36-cp36m-macosx_10_9_x86_64.whl 75.6 kB Apr 9, 2021 Without provenance	CPython 3.6	CPython 3.6 pymalloc	macOS 10.9+ x86-64	Details for dotadevkit-1.3.0-cp36-cp36m-macosx_10_9_x86_64.whl

dotadevkit 1.3.0