andywang0607 / Autoannotationtool
Licence: mit
A label tool aim to reduce semantic segmentation label time, rectangle and polygon annotation is supported
Stars: ✭ 113
Programming Languages
cpp
1120 projects
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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
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