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learn2seg

Learn to segment images using only bounding box annotations!

The following package provides a framework to easily apply weakly annotated learning for segmentation.

Current limitations:

  • Only works on greyscale images
  • Fixed image sizes only

Dependencies

  • OpenCV
  • Keras with Tensorflow Backend

Installation

To install the package above, pleae run:

pip install -r requiremnts

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Weakly Supervised Learning Framework for Image Segmentation Tasks

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