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Advanced Applied Deep Learning : Convolutional Neural Networks and Object Detection by Umberto Michelucci

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© Umberto Michelucci 2019
U. MichelucciAdvanced Applied Deep Learning https://doi.org/10.1007/978-1-4842-4976-5_8

8. Histology Tissue Classification

Umberto Michelucci1 
(1)
TOELT LLC, Dübendorf, Switzerland
 
Now it’s time to put all we have learned together and see how the techniques we have learned so far can be used on a real dataset. We will use a dataset that I have used successfully as my end project in my university course on deep learning: the “collection of textures in colorectal cancer histology”.1 This dataset can be found on several websites:
  • http://toe.lt/f: On zenodo.org

  • http://toe.lt/g : On Kaggle (this dataset was prepared originally by Kevin Mäder2 and me for the purpose of the university course we held during the Autumn semester of ...

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