Simple Python app for brain tumor detection using image segmentation technique. The model has created using Tensorflow and the GUI has created using PySimpleGui Library. I couldn't push the model due to its size has reached the github max file size. Instead, you can download the model from my drive if you want to try it.
![](https://private-user-images.githubusercontent.com/118953030/250416969-f2117629-92e4-4d93-be82-85a04d7c5540.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjUyMjA5NzYsIm5iZiI6MTcyNTIyMDY3NiwicGF0aCI6Ii8xMTg5NTMwMzAvMjUwNDE2OTY5LWYyMTE3NjI5LTkyZTQtNGQ5My1iZTgyLTg1YTA0ZDdjNTU0MC5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwOTAxJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDkwMVQxOTU3NTZaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT03ZmUxMDUyMDE5MWJmZTU2YzdlNWY1YjJjYmI4OWZlYThhYWFjNDQ3YjQyY2RmMDllMmNiZDRlMTlmMTE5NTUyJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.3cg0VdSV1BhrWtL__vxa7-weowFhKZd701kWLtgPj_c)
![](https://private-user-images.githubusercontent.com/118953030/250418281-8dcc629c-37a0-4656-8a9f-c90dab6a9ba0.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjUyMjA5NzYsIm5iZiI6MTcyNTIyMDY3NiwicGF0aCI6Ii8xMTg5NTMwMzAvMjUwNDE4MjgxLThkY2M2MjljLTM3YTAtNDY1Ni04YTlmLWM5MGRhYjZhOWJhMC5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwOTAxJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDkwMVQxOTU3NTZaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT0zMGViOGIxYjQxMDIyZjBkNDQ3MzczNGZjOTY0NjA5NTQyNDlkM2VlNzc1ZmU0ZjViMTRiYzM4N2VlM2Q5MzIwJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.XiNYlsnt28YiDoklha7rse8J582TXqq8soTtJtGsTjA)
![](https://private-user-images.githubusercontent.com/118953030/250418348-ccc4d194-7667-44ac-bc78-fa02b9c9ae6c.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjUyMjA5NzYsIm5iZiI6MTcyNTIyMDY3NiwicGF0aCI6Ii8xMTg5NTMwMzAvMjUwNDE4MzQ4LWNjYzRkMTk0LTc2NjctNDRhYy1iYzc4LWZhMDJiOWM5YWU2Yy5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwOTAxJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDkwMVQxOTU3NTZaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT0yMWNmMThmOWFkMzUxMzQ0ZjRiMjIzMzBkMWRiYzkwZTNlZThiNGIxZmRmMWYyMTUyYTk4N2IxNWU5MzIxMTUxJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.qZMqKhfnRnH_QM9nQmJ4bSnzdnEX2z3oogX99iecCOc)