SANDEEPNADESAN commited on
Commit
e35e75f
·
verified ·
1 Parent(s): 6a0b7ee

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +36 -0
README.md ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ metrics:
3
+ - accuracy: 96
4
+ tags:
5
+ - medical
6
+ - brain-stroke
7
+ ---
8
+ 🧠 Brain Stroke Detector (ViT)
9
+ Model Description
10
+
11
+ This model is a Vision Transformer (ViT) fine-tuned on the Brain Stroke CT Image Dataset
12
+ .
13
+ It classifies brain CT scans into two categories:
14
+
15
+ Stroke
16
+
17
+ Normal
18
+
19
+ The model is designed for educational and research purposes, not for clinical or medical decision-making.
20
+
21
+ Intended Uses & Limitations
22
+
23
+ ✅ Educational use
24
+ ✅ Research in computer vision / healthcare AI
25
+ ⚠️ Not for medical diagnosis or clinical decision-making
26
+ ⚠️ Use with caution outside of research/educational settings
27
+
28
+
29
+ How to Use
30
+ from transformers import pipeline
31
+
32
+ pipe = pipeline("image-classification", model="SANDEEPNADESAN/stroke-detector-vit")
33
+
34
+ result = pipe("path_to_ct_image.jpg")
35
+ print(result)
36
+