AutoAnnotationTool

A label tool enable to do image annotation for rectangle and generate polygon annotation automatically

Environment

Compiler:

Win 10	Ubuntu 1804
Visual studio 2017	GCC 7.5.0

Third Party:

Package	Version
Qt	5.14.2
OpenCV	3.4.9

How to use (for Ubuntu)

Download AutoAnnotationInstaller.run from release package
Follow the Instructions to install
Open terminal and change directory to installation folder
Execute the followng command

$ ./AppRun

Description

AutoAnnotationTool is a graphical image annotation tool, I start this project for saving my time spent on semantic segmentation label. For now, the feature list below have been implement and more function will be added continuously. It is written in c++ and Qt for its graphical interface, and this project is inspired by https://github.com/wkentaro/labelme

Feature

Rectangle annotation
- Modify rectangle by simply drag the coner or edge of it is supported
Polygon annotation
- Generate a polygon annotation with just one click on a rectangle ROI
- Modify the generated polygon by dragging it is supported
Edit Label
Save and load rectangle and polygon annotation data according to the labelme json format

ShortCut

A: Last image
D: Next image
S: Save
Space: Open label list

Description to setting parameter

Iteration: Number of iterations the algorithm should run.(default = 4)
Epsilon: Input for OpenCV approxPolyDP () function (default = 1) detail

How to contribute

I am open to any suggestions.
For questions, you can create an issue
Send pull requests for code changes