Bacteria Segmentation
Pixel-level colony masks
A U-Net produces per-pixel masks of bacterial colonies for the same 8 classes as the detection case.
Try it
Choose one of the presets or upload an image
Results will appear here
Uploading…
Algorithm
Stack
- Python 3.8
- Kedro
- MLFlow
- Pytorch
- LabelMe
- Albumentations
Dataset
- 8 bacteria classes
- Vector labeling
- PNG/JPEG
- Augmentation
Training
- Unet
- 100 epochs
- 2x GTX1080TI
Model
