https://github.com/ahmedheakl/brain_tumor_classification

Classifying Brain tumor images using Keras and Open CV.
https://github.com/ahmedheakl/brain_tumor_classification

keras python tensorflow

Last synced: 2 months ago
JSON representation

Classifying Brain tumor images using Keras and Open CV.

• Host: GitHub
• URL: https://github.com/ahmedheakl/brain_tumor_classification
• Owner: ahmedheakl
• Created: 2021-09-03T14:26:12.000Z (almost 5 years ago)
• Default Branch: main
• Last Pushed: 2023-05-15T23:09:38.000Z (about 3 years ago)
• Last Synced: 2025-03-03T13:13:44.032Z (over 1 year ago)
• Topics: keras, python, tensorflow
• Language: PureBasic
• Homepage:
• Size: 77.3 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
# Brain Tumor Classification: Project Overview

Classifying Brain tumor images using Keras and Open CV  with ~90% accuracy.

* Created a data pipeline to load images, after converting them into RGB, into a numpy array

* Built the model using Keras API consisting of 3 Conv2D layers

* Built the Flash API for backend

## Packages & Run

* python 3.9.6

* tensorflow 2.5.1

* Flask 2.0.1

To run the app, write ```python app.py``` in the terminal

## Website Samples

![No Tumor Sample](https://github.com/ahmedheakl/Brain_Tumor_Classification/blob/main/no_tumor_sample.png)

![Yes Tumor Sample](https://github.com/ahmedheakl/Brain_Tumor_Classification/blob/main/yes_tumor_sample.png)