https://github.com/waikato-ufdl/wai-annotations-coco

wai.annotations module for dealing MSCOCO object detection file formats.
https://github.com/waikato-ufdl/wai-annotations-coco

Last synced: about 1 month ago
JSON representation

wai.annotations module for dealing MSCOCO object detection file formats.

• Host: GitHub
• URL: https://github.com/waikato-ufdl/wai-annotations-coco
• Owner: waikato-ufdl
• License: apache-2.0
• Created: 2021-05-12T21:31:07.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2022-07-19T02:54:48.000Z (over 2 years ago)
• Last Synced: 2023-03-04T15:28:02.360Z (almost 2 years ago)
• Language: Python
• Homepage: https://ufdl.cms.waikato.ac.nz/wai-annotations-manual/
• Size: 21.5 KB
• Stars: 0
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGES.rst
  • License: LICENSE

Awesome Lists containing this project

README

        
# wai-annotations-coco

wai.annotations module for dealing [MSCOCO object detection file formats](https://cocodataset.org/#format-data).

The manual is available here:

https://ufdl.cms.waikato.ac.nz/wai-annotations-manual/

## Plugins

### FROM-COCO-OD

Reads image object-detection annotations in the MS-COCO JSON-format

#### Domain(s):

- **Image Object-Detection Domain**

#### Options:

```

usage: from-coco-od [-I FILENAME] [-i FILENAME] [-N FILENAME] [-n FILENAME] [--seed SEED]

optional arguments:

  -I FILENAME, --inputs-file FILENAME

                        Files containing lists of input files (can use glob syntax)

  -i FILENAME, --input FILENAME

                        Input files (can use glob syntax)

  -N FILENAME, --negatives-file FILENAME

                        Files containing lists of negative files (can use glob syntax)

  -n FILENAME, --negative FILENAME

                        Files that have no annotations (can use glob syntax)

  --seed SEED           the seed to use for randomisation

```

### TO-COCO-OD

Writes image object-detection annotations in the MS-COCO JSON-format

#### Domain(s):

- **Image Object-Detection Domain**

#### Options:

```

usage: to-coco-od [--annotations-only] [--categories CATEGORY [CATEGORY ...]] [--category-output-file FILENAME] [--default-supercategory SUPERCATEGORY] [--error-on-new-category] [--license-name LICENSE_NAME] [--license-url LICENSE_URL] -o PATH [--pretty] [--sort-categories] [--split-names SPLIT NAME [SPLIT NAME ...]] [--split-ratios RATIO [RATIO ...]]

optional arguments:

  --annotations-only    skip the writing of data files, outputting only the annotation files

  --categories CATEGORY [CATEGORY ...]

                        defines the order of the categories

  --category-output-file FILENAME

                        file to write the categories into, as a simple comma-separated list

  --default-supercategory SUPERCATEGORY

                        the supercategory to use for pre-defined categories

  --error-on-new-category

                        whether unspecified categories should raise an error

  --license-name LICENSE_NAME

                        the license of the images

  --license-url LICENSE_URL

                        the license of the images

  -o PATH, --output PATH

                        output file to write annotations to (images are placed in same directory)

  --pretty              whether to format the JSON annotations file with indentation

  --sort-categories     whether to put the categories in alphabetical order

  --split-names SPLIT NAME [SPLIT NAME ...]

                        the names to use for the splits

  --split-ratios RATIO [RATIO ...]

                        the ratios to use for the splits

```