Description
This individual coursework involved us completing tasks within a Jupyter Notebook, with the final main task being using pytorch to create a U-Net to be trained using brain tumor images for segmentation purposes.
Details
| Skills: | Computer Vision Segmentation Pytorch Python |
| Scope: | University |
| Date: | March 2023 |
Responsibilities
- Implemented a 3 layer U-Net and trained it using Grayscale brain scans and tumor segmentation images.
- Achieved a final test loss of 0.042, with the model being able to predict and identify the tumorous regions of the brain with high accuracy.