FrozenWolf-Cyber / Brain-Tumor-Classification

Fine-tuning pre-trained ResNet50 model to classify the brain scan different types of tumor

classification cnn deep-learning neural-network pytorch resnet-50 tensorflow2 torchvision

Brain Tumor Classification

Fine-tuning pre-trained ResNet50 model to classify the brain scan among different types of tumors : Meningioma , Glioma and Pitutary. To checkout Kaggle Notebook click here

Sample Dataset:

Results :

ResNet50 :

Test Accuracy : 96.875
Test Loss : 0.1528246495872736

Loss :

Accuracy :

About

Fine-tuning pre-trained ResNet50 model to classify the brain scan different types of tumor

classification cnn deep-learning neural-network pytorch resnet-50 tensorflow2 torchvision

Languages

Language:Jupyter Notebook 99.1%Language:Python 0.9%