Brain Tumor Detection Project
This project involves the development of a machine learning model to detect brain tumors from MRI scans. The model leverages advanced deep learning techniques to accurately classify images as either containing a tumor or not. The project includes data preprocessing, model training, and evaluation phases, ensuring high accuracy and reliability.
Project Details
Technologies Used: Python, TensorFlow, Keras, OpenCV
Data Source: Kaggle
Key Features:
- Data preprocessing and augmentation
- Custom convolutional neural network (CNN) architecture
- Model evaluation and validation
- F1-score computed on the test dataset