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breast-cancer-segmentation's Introduction

Segmentation of Breast Cancer using various loss functions

I was kinda bored so I tried experimenting on different semantic segmentation loss functions on the Breast Cancer Image Dataset ๐Ÿ˜”

The functions that I experimented on include:

  • Weighted Binary Cross Entropy
  • Weighted Dice Log Cosh
  • Focal Loss with Gamma Parameters 0.25, 0.50 and 0.75

You may view the runs for all the experiments conducted on my Weights and Biases page here.

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