LIVECell Dataset (https://sartorius-research.github.io/LIVECell/)
LIVECell is a large, high-quality, manually annotated and expert-validated dataset of phase-contrast images, consisting of over 1.6 million cells from a diverse set of cell morphologies and culture densities.
- Loss Used : dice_loss + (1 * focal_loss)
- Total Epochs : 10
- Training IOU Score : 0.6533
- Validation IOU Score : 0.7483
- Training F1 Score : 0.7812
- Validation F1 Score : 0.8532