imantics


Nameimantics JSON
Version 0.1.12 PyPI version JSON
download
home_pagehttps://github.com/jsbroks/imantics
SummaryPython package for managing image annotations
upload_time2020-01-22 17:54:17
maintainer
docs_urlNone
authorJustin Brooks
requires_python>=2.7
licenseMIT
keywords
VCS
bugtrack_url
requirements numpy opencv-python sphinx_rtd_theme lxml xmljson
Travis-CI
coveralls test coverage No coveralls.
            # Image Semantics

<p align="center">
  <a href="/jsbroks/imantics/stargazers">
    <img src="https://img.shields.io/github/stars/jsbroks/imantics.svg">
  </a>
  <a href="/jsbroks/imantics/issues">
    <img src="https://img.shields.io/github/issues/jsbroks/imantics.svg">
  </a>
  <a href="https://tldrlegal.com/license/mit-license">
    <img src="https://img.shields.io/github/license/mashape/apistatus.svg">
  </a>
  <a href="https://travis-ci.org/jsbroks/imantics">
    <img src="https://travis-ci.org/jsbroks/imantics.svg?branch=master">
  </a>
  <a href="https://imantics.readthedocs.io/en/latest/?badge=latest">
    <img src="https://readthedocs.org/projects/imantics/badge/?version=latest">
  </a>
  <a href="https://pypi.org/project/imantics/">
    <img src="https://img.shields.io/pypi/v/imantics.svg">
  </a>
  <a href="https://pypi.org/project/imantics/">
    <img src="https://img.shields.io/pypi/dm/imantics.svg">
  </a>
</p>

Image understanding is widely used in many areas like satellite imaging, robotic technologies, sensory networks, medical and biomedical imaging, intelligent transportation systems, etc. Recently semantic analysis has become an active research topic aimed at resolving the gap between low level image features and high level semantics which is a promoting approach in image understanding.

With many image annotation semantics existing in the field of computer vision, it can become daunting to manage. This package provides the ability to convert and visualize many different types of annotation formats for object dectection and localization.

Currently Support Formats:

- COCO Format
- Binary Masks
- YOLO
- VOC

<p align="center">If you enjoy my work please consider supporting me</p>
<p align="center">
  <a href="https://www.patreon.com/jsbroks">
    <img src="https://c5.patreon.com/external/logo/become_a_patron_button@2x.png" width="120">
  </a>
</p>

## Installing

```
pip install imantics
```
            

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