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nickkunz / smogn

Synthetic Minority Over-Sampling Technique for Regression
https://pypi.org/project/smogn
GNU General Public License v3.0
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The possibility of applying this method in the field of images #42

Closed v3551G closed 1 year ago

v3551G commented 1 year ago

This is an interesting work. I'm wandering if it can be used in the field of computer vision, where the input has a two-dimensional structure.

nickkunz commented 1 year ago

Hello,

Thank you for your question. I would not advise applying this particular technique in that way. However, I do believe that there are papers related to computer vision, specifically "Delving into Deep Imbalanced Regression."

Unfortunately, I've attempted to reach out to the first author of the paper in reference regarding some of the implementation details that have largely been ignored with some reasonable suspicion of plagiarism and re-licensing this software.

Ref: https://arxiv.org/abs/2102.09554