Brain_Tumor_Image_Classification

CPSC 393 Final Project

BY: Luc Rieffel, Jackie Vu, Esha Yamani, and Grant Sielman

Source Code Files:

brain-tumor-classification-cnn.ipynb

brain_tumor_classification_cnn.py

Instructions:

Please see the attached pdf which contains the full notebook code with outputs.

We had some issues when we saved the code to our shared google drive folder and it cleared some of our outputs in the second half of the project. There is also a .py file so you can run the code on your own. There is a tf.set_seed() applied for replicable results.

References/Sources(addional sources also noted at the end of the writeup):

https://github.com/lucrieffel/Brain-Tumor-Classification-DataSet

https://medium.com/analytics-vidhya/visualizing-activation-heatmaps-using-tensorflow-5bdba018f759

https://www.kaggle.com/datasets/sartajbhuvaji/brain-tumor-classification-mri