FrozenWolf-Cyber / Sartorius-Cell-Instance-Segmentation

Training U-Net and Mask R-CNN models for instance segmentation in a neuronal cell

🦠 Sartorius-Cell-Instance-Segmentation

Training U-Net and Mask R-CNN models for instance segmentation in a neuronal cell To checkout my Kaggle Notebook for U-Net click here and for Mask R-CNN click here

Dataset:

You can download the kaggle dataset from here

Image :

Mask :

Results :

U-Net :

Test Loss : 1.3722342252731323

Loss :

Ground Truth vs Prediction :

Mask R-CNN :

Test Loss : 1.1996488173802693

Loss :

Ground Truth vs Prediction :