Mask-R-CNN-using-Tensorflow2

Instance Segmentation

Check this video to understand the code: https://www.youtube.com/watch?v=QP9Nl-nw890

Result For Detection Road Marking

Note

This project aims to detect road markings using mask-rcnn with a dataset that has been annotated with the vcc annotator

Installation Guide.

Tip

1. Install nvidia cuda in your local machine. This project using nvidia cuda ver. 11.0
2. Install jupyter notebook
3. This project using python 3.8
4. Make sure to install dependencies with the same version in the requirements file
5. Make sure to install all dependencies and Python versions in the virtual environment, not the global environment
6. To see how mrcnn works, you can check the official repository at [GitHub Pages (https://github.com/matterport/Mask_RCNN/tree/master).