phoenix commited on
Commit ·
68bbd08
1
Parent(s): eafdae7
Upload trained Brain Tumor CNN model
Browse files- README.md +11 -0
- brain_tumor_cnn.pth +3 -0
README.md
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
# 🧠 Brain Tumor MRI Classifier (ResNet-18)
|
| 3 |
+
|
| 4 |
+
This model fine-tunes a ResNet-18 CNN to classify MRI brain scans as **tumor** or **no tumor**.
|
| 5 |
+
|
| 6 |
+
## 📊 Model Performance
|
| 7 |
+
- Accuracy: ~90%
|
| 8 |
+
- Dataset: [Kaggle – Brain MRI Images for Brain Tumor Detection](https://www.kaggle.com/navoneel/brain-mri-images-for-brain-tumor-detection)
|
| 9 |
+
- Classes: ['no', 'yes']
|
| 10 |
+
|
| 11 |
+
> ⚠️ **Educational use only** — not for clinical diagnosis.
|
brain_tumor_cnn.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4c13f0d32c11b0651398dce6b016418efdeeac98d0acbf80e555f4264acec037
|
| 3 |
+
size 44792523
|