Brain Tumor Classification Using Transfer Learning

Brain Tumor MRI images have been classified into 4 classes by using Transfer Learning Models. The classes are-

1. Glioma Tumor
2. Meningioma tumor
3. Pituatary tumor
4. No tumor

Currently, the model is trained without data augmentation. In the future, data augmentation will be used on the training images to enhance the metrics.

Dataset Link - Dataset Link

Results-

Model Name	Training Accuracy	Testing Accuracy
Xception	87.61%	86.12%
Resnet152V2	88.57%	88.16%
InceptionResnetV2	82.22%	84.39%

Sample Inference by using the dashboard-