Brain Tumor Classification with Neural Network

Part 1

• Downloading the dataset
• Understanding the dataset
• Pre-processing the dataset
• Training the Transfer Learning model
• Training the CNN model
• Evaluating the modesl

Part 2

• Building the web app
• Creating the UI and visualizations
• Generating explanations using Gemini 1.5 Flash

Developer's Notes

Add the git repo:

git init
git add *
git commit -m 'Initial commit'
git branch -M main
git remote add orgin https://github.com/itancio/braintumor.git
git push -u origin main

## Install required packages
```bash
pip install -r requirements.txt

Create Python virtual environment

python3 -m venv venv
source venv/bin/activate

Running streamlit

cd streamlit
streamlit run main.py

• Error: clearing large files in the commit history

git filter-branch --force --index-filter \
'git rm --cached --ignore-unmatch notebook/xception_model.weights.h5' \
--prune-empty --tag-name-filter cat -- --all

git push origin --force --all