/Mask_R_CNN_brain_tumor_segmentation

This repository gives information how to implement Mask R-CNN with brain tumor dataset

Primary LanguageJupyter NotebookMIT LicenseMIT

BRAIN TUMOR SEGMENTATION with MASK R-CNN

Building a detection model using Mask R-CNN

PreTrained Model

You can clone pretrained weights using through this link

git clone (https://github.com/matterport/Mask_RCNN.git)

About the Data

You can clone the data using through this link

git clone(https://github.com/rastislavkopal/brain-tumor-segmentation)

Results

  • Brain Tumor Detection

Tumor Detection

  • Brain Tumor Detection and Prediction

Tumor Detection

Also

If you want to learn the architecture of Mask R-CNN, You can reach out my medium article about "Image Segmentation with Mask R-CNN" on this link Medium Article

Note: Your current tensorflow version and python version which you used in the environment has to be same. If you decide make some changes, make sure that those are in the same version.