Brain Tumors Detection Using Deep Learning 🧠

Introduction

This repository contains a deep learning model based on a convolutional neural network (CNN) used to detect brain tumors from MRI images.

There are two pre-trained models in this repo :

Clone the repository recursively:
- git clone --recurse-submodules https://github.com/AI-MOO/Brain_Tumor_Detector_Deep_Learning.git
Make sure that you fulfill all the requirements: Python 3.6.8 or later with all packages in requirements.txt
Run the model through flask application module : app.py in your terminal
```
python app.py
```

Br35H : Brain Tumor Detection 2020
- Brain Tumor Detection Download Link
- Extract the images in datasets folder
- pip install -r requirements.txt
to train your custom model use main_train.py module

Name		Name	Last commit message	Last commit date
Latest commit History 18 Commits
readme_images		readme_images
static		static
templates		templates
uploads		uploads
BrainTumor10Epochs.h5		BrainTumor10Epochs.h5
BrainTumorCategorical10Epochs.h5		BrainTumorCategorical10Epochs.h5
Final Project Deep Learning Brain Tumors Detection.pdf		Final Project Deep Learning Brain Tumors Detection.pdf
Final Project Deep Learning Brain Tumors Detection.pptx		Final Project Deep Learning Brain Tumors Detection.pptx
README.md		README.md
app.py		app.py
main_test.py		main_test.py
main_train.py		main_train.py
requirements.txt		requirements.txt
rough_analysis_and_modeling .ipynb		rough_analysis_and_modeling .ipynb