Flooding is a significant issue that threatens urban areas, leading to extensive property damage, displacement of communities, and loss of lives. This project aims to develop an accurate and reliable flood prediction model using advanced data analysis and machine learning techniques.
- Clone the repository:
git clone https://github.com/mehrinshamim/flood-prediction-project.git
- Create a virtual environment in the project directory:
python -m venv venv
- Activate the virtual environment:
venv/Scripts/activate
- Install the Requirements:
pip install -r requirements.txt
- And finally, run the application:
flask run
![web dev 01](https://private-user-images.githubusercontent.com/145209304/354681480-aa09a82d-a1a0-4518-8373-48062eaa8295.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MzkyOTUzMDUsIm5iZiI6MTczOTI5NTAwNSwicGF0aCI6Ii8xNDUyMDkzMDQvMzU0NjgxNDgwLWFhMDlhODJkLWExYTAtNDUxOC04MzczLTQ4MDYyZWFhODI5NS5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjUwMjExJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI1MDIxMVQxNzMwMDVaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT0wZDdmZDdkZjk5MDFiMWM2NjY0Mzk1OTFjZmE4MmNmYzczOTcyMWYxZjM1YjQyNmEzNjczNGY1YmE1YTNmY2RiJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCJ9.KdeNLhy4tkZ2CMQruY8q0YGU89I2xMzrlfsKs5ksaRo)
![web dev 02](https://private-user-images.githubusercontent.com/145209304/354681543-e8a488a3-a29a-4e9c-bd3c-1a5598e7a935.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MzkyOTUzMDUsIm5iZiI6MTczOTI5NTAwNSwicGF0aCI6Ii8xNDUyMDkzMDQvMzU0NjgxNTQzLWU4YTQ4OGEzLWEyOWEtNGU5Yy1iZDNjLTFhNTU5OGU3YTkzNS5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjUwMjExJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI1MDIxMVQxNzMwMDVaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT00ODg3OWJkMzM1ZDMyNzFlODRiZjAwN2JmYjI4ZWMzOWQ2ZTA2OWExMGRlZTUzYTZlNjE1NGUzNDYwYzM5YjExJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCJ9.AklcddwOrXiC8NJPl40f2MuL-1HXJcpOt3G_ZQMKxP4)
![web dev 03](https://private-user-images.githubusercontent.com/145209304/354681581-bcfe8d9a-0004-4daa-93e1-63185393196c.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MzkyOTUzMDUsIm5iZiI6MTczOTI5NTAwNSwicGF0aCI6Ii8xNDUyMDkzMDQvMzU0NjgxNTgxLWJjZmU4ZDlhLTAwMDQtNGRhYS05M2UxLTYzMTg1MzkzMTk2Yy5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjUwMjExJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI1MDIxMVQxNzMwMDVaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT1kNDA2OTM1NjYyYTczMjJhYzE2N2M1YjJlOWNhMTQ2NDY5YzFlMjA0MDAwYjE5NzBkMjA0MzA2MmFjNjI2NWFiJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCJ9.yqq5mome0Vq7psnqLoUJai9y9q6rUz-_Kxz3-0aS1Vs)
![web dev 04](https://private-user-images.githubusercontent.com/145209304/354681623-7a732884-7349-4471-8945-dd428b66860f.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MzkyOTUzMDUsIm5iZiI6MTczOTI5NTAwNSwicGF0aCI6Ii8xNDUyMDkzMDQvMzU0NjgxNjIzLTdhNzMyODg0LTczNDktNDQ3MS04OTQ1LWRkNDI4YjY2ODYwZi5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjUwMjExJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI1MDIxMVQxNzMwMDVaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT0wNWNjY2MzNDg5Mjk2M2Y1MWZiNzJlZGQzN2Q0ZWIxMWIwZmQ1MTUwYTY3NjBiM2FkZDcxY2Y2MzZjNjI0MzZiJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCJ9.ajKFDeem9-fOj-tK-rSV9YUVvN9kjGC4IXOtCml_4hQ)
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![web dev 06](https://private-user-images.githubusercontent.com/145209304/354681852-78d05995-b6af-434b-b07e-2b56c011d801.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MzkyOTUzMDUsIm5iZiI6MTczOTI5NTAwNSwicGF0aCI6Ii8xNDUyMDkzMDQvMzU0NjgxODUyLTc4ZDA1OTk1LWI2YWYtNDM0Yi1iMDdlLTJiNTZjMDExZDgwMS5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjUwMjExJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI1MDIxMVQxNzMwMDVaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT1kZTcyYTIwNTM3NjRjY2M0OWE3NmQ1ZTBhNTBmMWMyOGEwNWUzNzEyYTJhY2Q0MjI5ZDhjMTliMzZiZDlmMzVkJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCJ9.F-nCCj0Dmbj360gFEo6k3vwrNcc11IYVkQkp6qmah5o)
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![web dev 08](https://private-user-images.githubusercontent.com/145209304/354681963-c71d900f-88d7-442b-8e51-5b88c630d9cb.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MzkyOTUzMDUsIm5iZiI6MTczOTI5NTAwNSwicGF0aCI6Ii8xNDUyMDkzMDQvMzU0NjgxOTYzLWM3MWQ5MDBmLTg4ZDctNDQyYi04ZTUxLTViODhjNjMwZDljYi5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjUwMjExJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI1MDIxMVQxNzMwMDVaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT1mZWNjZTZkMmJkMWJhNDNhZWU2NDFkMzgwMzk3ZDk4ZGY1OWIzNmMyNDJkNjY4NWIzODFhMGQ0ZDJkMDRhM2Q5JlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCJ9.zglAV1MJu-pS1P6Xc2sw56-VoiDR9SFfdPmR8RDudmM)
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