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pyqt-image-annotation-tool's Introduction

PyQt Image Annotation Tool

This app is used to label images in a directory. Labeled images can be moved/copied into directories, which are named as assigned labels. It's a single Python script with GUI.

For example you have folder ./data/images/ with a lot of images and you need to assign some label(s) to these images.

PyQt Image Annotation Tool GUI

What can this app do

  • it can assign multiple labels to one image
  • it allows you to choose number and names of your labels
  • it can move/copy images to folders that are named as desired labels.
  • it can generate .csv file with assigned labels.
  • it can generate .xlsx file with assigned labels.
  • all settings are handled via GUI

How to use it

  1. Download main.py file
  2. You can also download styles.qss file and save it to the same directory as main.py file. This step is not required, but recommended.
  3. install packages mentioned in Requiremens section.
  4. Run main.py and GUI with instructions should appear.

Requirements

Code is tested on Windows 10 and Ubuntu 18.04 . Code is written in Python 3.7.4 using following external libraries:

  • numpy 1.17.4
  • PyQt 5.9.2
  • XlsxWriter 1.2.6

Keyboard shortcuts

  • N: Next image
  • P: Previous image
  • 1-9: Select label

Contributing

Pull requests are welcome.

pyqt-image-annotation-tool's People

Contributors

robertbrada avatar devlonesome avatar adfindlater avatar

Watchers

James Cloos avatar

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