LabPics-medical-Computer-vision-for-liquid-samples-in-hospitals-and-medical-lab-

Code for "Computer vision for liquid samples in hospitals and medical labs using hierarchical image segmentation and relations prediction"

1. LabPics dataset can be downloaded from here or here

2. Net for vessel content segmentation. Given a mask of the vessel and the image, the net segments the materials and parts inside the vessel

3. Vessels relation Prediction net. Given an image and masks of two vessels in the image, the net predict relations between vessels (linked/inside/contain)

4. Vessels and instance segmentation using Mask RCNN