https://github.com/waikato-ufdl/wai-annotations
Python library for converting annotated datasets into various formats (e.g., image classification, object detection and speech datasets).
https://github.com/waikato-ufdl/wai-annotations
common-voice conversion deepspeech festvox image-annotation mscoco python3 tfrecords vgg
Last synced: 3 months ago
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Python library for converting annotated datasets into various formats (e.g., image classification, object detection and speech datasets).
- Host: GitHub
- URL: https://github.com/waikato-ufdl/wai-annotations
- Owner: waikato-ufdl
- License: apache-2.0
- Created: 2019-11-18T02:53:13.000Z (almost 6 years ago)
- Default Branch: master
- Last Pushed: 2024-02-02T03:37:03.000Z (almost 2 years ago)
- Last Synced: 2024-11-19T02:47:06.820Z (12 months ago)
- Topics: common-voice, conversion, deepspeech, festvox, image-annotation, mscoco, python3, tfrecords, vgg
- Language: Dockerfile
- Homepage: https://ufdl.cms.waikato.ac.nz/wai-annotations-manual
- Size: 643 KB
- Stars: 3
- Watchers: 4
- Forks: 1
- Open Issues: 7
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGES.rst
- License: LICENSE
Awesome Lists containing this project
README
# wai-annotations
Python library for converting between annotation formats of data domains such as images and audio.
Also offers plugins for preprocessing data, for generating statistics and visualizations,
as well as incorporating predictions made via a Redis backend (e.g., using deep learning models).
The manual is available here:
https://ufdl.cms.waikato.ac.nz/wai-annotations-manual
## Available modules
* [wai-annotations-core](https://github.com/waikato-ufdl/wai-annotations-core)
* [wai-annotations-adams](https://github.com/waikato-ufdl/wai-annotations-adams)
* [wai-annotations-audio](https://github.com/waikato-ufdl/wai-annotations-audio)
* [wai-annotations-bluechannel](https://github.com/waikato-ufdl/wai-annotations-bluechannel)
* [wai-annotations-coco](https://github.com/waikato-ufdl/wai-annotations-coco)
* [wai-annotations-commonvoice](https://github.com/waikato-ufdl/wai-annotations-commonvoice)
* [wai-annotations-coqui](https://github.com/waikato-ufdl/wai-annotations-coqui)
* [wai-annotations-festvox](https://github.com/waikato-ufdl/wai-annotations-festvox)
* [wai-annotations-generic](https://github.com/waikato-ufdl/wai-annotations-generic)
* [wai-annotations-grayscale](https://github.com/waikato-ufdl/wai-annotations-grayscale)
* [wai-annotations-imgaug](https://github.com/waikato-ufdl/wai-annotations-imgaug)
* [wai-annotations-imgstats](https://github.com/waikato-ufdl/wai-annotations-imgstats)
* [wai-annotations-imgvis](https://github.com/waikato-ufdl/wai-annotations-imgvis)
* [wai-annotations-indexedpng](https://github.com/waikato-ufdl/wai-annotations-indexedpng)
* [wai-annotations-layersegments](https://github.com/waikato-ufdl/wai-annotations-layersegments)
* [wai-annotations-opex](https://github.com/waikato-ufdl/wai-annotations-opex)
* [wai-annotations-redis-predictions](https://github.com/waikato-ufdl/wai-annotations-redis-predictions)
* [wai-annotations-roi](https://github.com/waikato-ufdl/wai-annotations-roi)
* [wai-annotations-subdir](https://github.com/waikato-ufdl/wai-annotations-subdir)
* [wai-annotations-tf](https://github.com/waikato-ufdl/wai-annotations-tf)
* [wai-annotations-vgg](https://github.com/waikato-ufdl/wai-annotations-vgg)
* [wai-annotations-video](https://github.com/waikato-ufdl/wai-annotations-video)
* [wai-annotations-voc](https://github.com/waikato-ufdl/wai-annotations-voc)
* [wai-annotations-yolo](https://github.com/waikato-ufdl/wai-annotations-yolo)
## Docker images
Public [docker images](docker) with all the modules installed are available from here:
https://hub.docker.com/r/waikatoufdl/wai.annotations/
## Bash script
The [install.sh](install.sh) bash script allows you to install wai.annotations in a
virtual environment. Either using the published modules or from the latest source
code available from the github repositories.