File size: 706 Bytes
b9bfe38
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
{
  "model_name": "brain",
  "arch": "efficientnet_b4",
  "num_classes": 3,
  "img_size": 224,
  "classes": [
    "glioma",
    "meningioma",
    "pituitary"
  ],
  "class_labels": {
    "glioma": "Glioma \u2014 Most common brain tumour",
    "meningioma": "Meningioma \u2014 Tumour affecting brain membranes",
    "pituitary": "Pituitary Tumour \u2014 Affects pituitary gland"
  },
  "mean": [
    0.485,
    0.456,
    0.406
  ],
  "std": [
    0.229,
    0.224,
    0.225
  ],
  "test_accuracy": 0.9953,
  "input_type": "MRI scan (T1/T2 weighted, JPEG/PNG)",
  "api_endpoint": "/predict/brain",
  "onnx_file": "brain_model.onnx",
  "notes": "Histopathology brain MRI classification model for OncoScan"
}