Commit ·
ca708c2
1
Parent(s): ea9a32f
updated readme.md
Browse files
README.md
CHANGED
|
@@ -1,10 +1,22 @@
|
|
| 1 |
---
|
| 2 |
library_name: keras
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3 |
---
|
| 4 |
|
| 5 |
## Model description
|
| 6 |
|
| 7 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 8 |
|
| 9 |
## Intended uses & limitations
|
| 10 |
|
|
@@ -12,7 +24,20 @@ More information needed
|
|
| 12 |
|
| 13 |
## Training and evaluation data
|
| 14 |
|
| 15 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 16 |
|
| 17 |
## Training procedure
|
| 18 |
|
|
|
|
| 1 |
---
|
| 2 |
library_name: keras
|
| 3 |
+
license: mit
|
| 4 |
+
metrics:
|
| 5 |
+
- accuracy
|
| 6 |
+
tags:
|
| 7 |
+
- biology
|
| 8 |
---
|
| 9 |
|
| 10 |
## Model description
|
| 11 |
|
| 12 |
+
This is Vision Transformer model trained for cancer classification. To make single model to predict any cancer, I trained this ViT model. following are the cancer types that model can predict:
|
| 13 |
+
* Brain cancer
|
| 14 |
+
* Breast Cancer (histopathology)
|
| 15 |
+
* Lung & Colon Cancer (histopathology)
|
| 16 |
+
* Cervical Caner
|
| 17 |
+
* Kidney Cancer
|
| 18 |
+
* Lymphoma
|
| 19 |
+
* Oral
|
| 20 |
|
| 21 |
## Intended uses & limitations
|
| 22 |
|
|
|
|
| 24 |
|
| 25 |
## Training and evaluation data
|
| 26 |
|
| 27 |
+
Confusion matrix and classification report attached below:
|
| 28 |
+
<details>
|
| 29 |
+
<summary>Confusion Matrix</summary>
|
| 30 |
+
|
| 31 |
+

|
| 32 |
+
|
| 33 |
+
</details>
|
| 34 |
+
|
| 35 |
+
<details>
|
| 36 |
+
<summary>Classification Report</summary>
|
| 37 |
+
|
| 38 |
+

|
| 39 |
+
|
| 40 |
+
</details>
|
| 41 |
|
| 42 |
## Training procedure
|
| 43 |
|