https://github.com/coderx0319/brain_tumor_prediction

This Streamlit app allows you to upload an MRI image and predict if there's a brain tumor or not. The app uses a trained Keras model to make the predictions.
https://github.com/coderx0319/brain_tumor_prediction

dataset google googlecolaboratory jupiter-notebook machine-learning miniproject python

Last synced: 29 days ago
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This Streamlit app allows you to upload an MRI image and predict if there's a brain tumor or not. The app uses a trained Keras model to make the predictions.

• Host: GitHub
• URL: https://github.com/coderx0319/brain_tumor_prediction
• Owner: coderx0319
• Created: 2024-07-14T06:10:33.000Z (6 months ago)
• Default Branch: main
• Last Pushed: 2024-07-14T07:50:56.000Z (6 months ago)
• Last Synced: 2024-11-06T23:27:47.996Z (3 months ago)
• Topics: dataset, google, googlecolaboratory, jupiter-notebook, machine-learning, miniproject, python
• Language: Jupyter Notebook
• Homepage: https://braintumorprediction-shantanucodes.streamlit.app/
• Size: 55.2 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Brain Tumor Detection Streamlit App 

## Description

This Streamlit app allows you to upload an MRI image and predict if there's a brain tumor or not. The app uses a trained Keras model to make the predictions.

## Deploy the Model From here

[https://braintumorprediction-shantanucodes.streamlit.app/]

## Dataset for Training the Model

To train the model, we used the MRI brain tumor dataset. You can download the dataset containing Images from the following link:

[Download Dataset](https://drive.google.com/drive/folders/17WSYUf4B3Msd17lBpepwZmn_06WWVNkM?usp=drive_link)

## Model Training

To train the model, follow the steps outlined in the [`main.ipynb`](main.ipynb) file.

## Installation

To run the Streamlit app, you'll need to clone the repository and install the required Python packages. Use the following command to install the dependencies:

1. Clone this repository to your local machine using the following command:

   ```bash

   gh repo clone knockcat/Brain-Tumor-Detection

   cd Brain-Tumor-Detection

## How to Use

To use the Brain Tumor Detection Streamlit App, follow these steps:

```bash

   pip install -r requirements.txt

   streamlit run app.py

```

## Author

This project was created by [Shantanu Vedante](https://github.com/coderx0319/). You can connect with me on [LinkedIn](https://www.linkedin.com/in/shantanuvedante23/) and follow me [[here](https://github.com/coderx0319)]