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Annotation Tools

Data annotation is crucial for machine learning as our model is only as better as our data. But, annotating data is a tedious process. This repo provides GUI tools to improve the data annotation experience and reduce time consumed for the same

Tools Available

Pose Estimation

  1. Single/Dual Person Pose Estimation
  • Provides a GUI tool made using TKinter for annotating atmost two people in an image
  • Coordinates are saved by clicking on the loaded image in the order of the keypoints required
  1. Multi Person Pose Estimation
  • Builds on DeepPoseKit tool to add functionality to annotate multiple persons in an image
  • Added support for using output of pre-trained OpenPose model to avoid annotation from scratch
  • Added features like resetting keypoints and deleting images for enhanced experience when using the GUI application

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Repository of tools to annotate data for computer vision models

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