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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"
} |