OF is a best framework to develop for Image Annotation Tools of Deep Learning

Hi, All.

OF is a best framework to develop for Image Annotation Tools for Deep Learning.

  • CSV & JSON export is very easy with OFX

  • boundingbox display using json file dragdrop is very easy with OF.

  • keypoints display using json file dragdrop is also very easy with OF.

  • Converting json to csv, or reverse is very easy with OF.

  • I made converting app that convert Labelme json to createml json using OF.

  • I made converting app that convert Labelme json to csv file using OF.

  • I made converting app that convert csv dataset to YOLOv5 json datasets using OF.

  • The openframeworks framework has the advantage of very easy and convenient development of labeling tools due to the infinite repetition structure of update() and draw() methods and method overriding structure.

  • In addition, functions that automatically perform image preprocessing such as histogram equalization at the moment of dragging and dropping an image file to the Openframeworks window for labeling can be implemented very easily using ofxCv or ofxOpenCV.

  • OF~, That’s Great !!

@bemoregt.

4 Likes

Hey @bemoregt, thanks for posting. That sounds great (especially since I started to work with ofxTensorFlow2). Do you mind to share an example with what you are doing?

Ok. Sure.

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