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