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