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So I just finished a prototyp for my thesis. Still need to segment the real data myself and collect some statistics stuff to write about the network, but I am pretty proud of the result considering the dataset is very small.

For now I need some god damn sleep.

Comments
  • 2
    What is this?
  • 0
    Image semantic segmentation I guess
  • 0
    Looks like overfitting
  • 0
    @bioDan Why do you think the model is overfitting?
  • 0
    The dataset is very small and the results seem too accurate.

    Im missing a lot of information to conclude its overfitting, but given only those two facts and the attached foto, i can confidently guess this is a case of overfitting, and it can easily be tested by presenting the model with new data and see how the prediction behaves.
  • 2
    @bioDan The attached image belongs to the validation dataset, which the model has never seen before. Modern segmentation approaches don't need that much data anymore to achieve a good result, but I get your point (Which also will take great importance in my thesis)
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