Advanced Applied Deep Learning: Convolutional Neural Networks and Object Detection

© 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 ...